From 7eba7b72a6d87e59a55bafec262b275bdd3cff73 Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 11:54:06 +0300
Subject: [PATCH 01/13] Build high-resolution 2025 LLM history slice

---
 .github/workflows/validate.yml                           | 2 ++
 data/claims/claude-3.7-sonnet-release-of-family.yaml     | 9 +++++++++
 data/claims/claude-3.7-sonnet-uses-hybrid-reasoning.yaml | 9 +++++++++
 data/claims/claude-4-release-of-family.yaml              | 9 +++++++++
 data/claims/claude-4-uses-agentic-tool-use.yaml          | 9 +++++++++
 data/claims/claude-sonnet-4.5-release-of-family.yaml     | 9 +++++++++
 data/claims/deepseek-r1-release-of-family.yaml           | 9 +++++++++
 ...eepseek-r1-uses-reasoning-reinforcement-learning.yaml | 9 +++++++++
 data/claims/gemini-2.5-pro-release-of-family.yaml        | 9 +++++++++
 data/claims/gemini-2.5-pro-uses-hybrid-reasoning.yaml    | 9 +++++++++
 data/claims/gemini-3-release-of-family.yaml              | 9 +++++++++
 data/claims/gpt-5-release-of-family.yaml                 | 9 +++++++++
 data/claims/gpt-5-uses-adaptive-reasoning-routing.yaml   | 9 +++++++++
 data/claims/gpt-5.1-release-of-family.yaml               | 9 +++++++++
 data/claims/gpt-5.1-uses-adaptive-reasoning-routing.yaml | 9 +++++++++
 data/claims/gpt-oss-release-of-family.yaml               | 9 +++++++++
 data/claims/gpt-oss-uses-agentic-tool-use.yaml           | 9 +++++++++
 data/claims/llama-4-release-of-family.yaml               | 9 +++++++++
 data/claims/llama-4-uses-knowledge-distillation.yaml     | 9 +++++++++
 data/claims/llama-4-uses-sparse-mixture-of-experts.yaml  | 9 +++++++++
 data/claims/o3-mini-release-of-family.yaml               | 9 +++++++++
 data/claims/o3-release-of-family.yaml                    | 9 +++++++++
 data/claims/o3-uses-agentic-tool-use.yaml                | 9 +++++++++
 data/claims/o4-mini-release-of-family.yaml               | 9 +++++++++
 data/claims/o4-mini-uses-agentic-tool-use.yaml           | 9 +++++++++
 data/claims/qwen3-release-of-family.yaml                 | 9 +++++++++
 data/claims/qwen3-uses-hybrid-reasoning.yaml             | 9 +++++++++
 .../qwen3-uses-reasoning-reinforcement-learning.yaml     | 9 +++++++++
 data/events/2025-01-20-deepseek-r1-weights.yaml          | 8 ++++++++
 data/events/2025-01-31-o3-mini-announced.yaml            | 8 ++++++++
 data/events/2025-02-24-claude-3.7-sonnet-announced.yaml  | 8 ++++++++
 data/events/2025-03-25-gemini-2.5-pro-announced.yaml     | 8 ++++++++
 data/events/2025-04-05-llama-4-weights.yaml              | 8 ++++++++
 data/events/2025-04-16-o3-announced.yaml                 | 8 ++++++++
 data/events/2025-04-16-o4-mini-announced.yaml            | 8 ++++++++
 data/events/2025-04-29-qwen3-weights.yaml                | 8 ++++++++
 data/events/2025-05-22-claude-4-announced.yaml           | 8 ++++++++
 data/events/2025-08-05-gpt-oss-weights.yaml              | 8 ++++++++
 data/events/2025-08-07-gpt-5-announced.yaml              | 8 ++++++++
 data/events/2025-09-29-claude-sonnet-4.5-announced.yaml  | 8 ++++++++
 data/events/2025-11-12-gpt-5.1-announced.yaml            | 8 ++++++++
 data/events/2025-11-18-gemini-3-announced.yaml           | 8 ++++++++
 data/families/gpt-oss.yaml                               | 4 ++++
 data/families/o-series.yaml                              | 4 ++++
 .../claude-3.7-sonnet-release-of-claude.yaml             | 7 +++++++
 .../claude-3.7-sonnet-uses-hybrid-reasoning.yaml         | 7 +++++++
 data/relationships/claude-4-release-of-claude.yaml       | 7 +++++++
 data/relationships/claude-4-uses-agentic-tool-use.yaml   | 7 +++++++
 .../claude-sonnet-4.5-release-of-claude.yaml             | 7 +++++++
 data/relationships/deepseek-r1-release-of-deepseek.yaml  | 7 +++++++
 ...eepseek-r1-uses-reasoning-reinforcement-learning.yaml | 7 +++++++
 data/relationships/gemini-2.5-pro-release-of-gemini.yaml | 7 +++++++
 .../gemini-2.5-pro-uses-hybrid-reasoning.yaml            | 7 +++++++
 data/relationships/gemini-3-release-of-gemini.yaml       | 7 +++++++
 data/relationships/gpt-5-release-of-gpt.yaml             | 7 +++++++
 .../gpt-5-uses-adaptive-reasoning-routing.yaml           | 7 +++++++
 data/relationships/gpt-5.1-release-of-gpt.yaml           | 7 +++++++
 .../gpt-5.1-uses-adaptive-reasoning-routing.yaml         | 7 +++++++
 data/relationships/gpt-oss-release-of-gpt-oss.yaml       | 7 +++++++
 data/relationships/gpt-oss-uses-agentic-tool-use.yaml    | 7 +++++++
 data/relationships/llama-4-release-of-llama.yaml         | 7 +++++++
 .../llama-4-uses-knowledge-distillation.yaml             | 7 +++++++
 .../llama-4-uses-sparse-mixture-of-experts.yaml          | 7 +++++++
 data/relationships/o3-mini-release-of-o-series.yaml      | 7 +++++++
 data/relationships/o3-release-of-o-series.yaml           | 7 +++++++
 data/relationships/o3-uses-agentic-tool-use.yaml         | 7 +++++++
 data/relationships/o4-mini-release-of-o-series.yaml      | 7 +++++++
 data/relationships/o4-mini-uses-agentic-tool-use.yaml    | 7 +++++++
 data/relationships/qwen3-release-of-qwen.yaml            | 7 +++++++
 data/relationships/qwen3-uses-hybrid-reasoning.yaml      | 7 +++++++
 .../qwen3-uses-reasoning-reinforcement-learning.yaml     | 7 +++++++
 data/releases/claude-3.7-sonnet.yaml                     | 4 ++++
 data/releases/claude-4.yaml                              | 4 ++++
 data/releases/claude-sonnet-4.5.yaml                     | 4 ++++
 data/releases/deepseek-r1.yaml                           | 4 ++++
 data/releases/gemini-2.5-pro.yaml                        | 4 ++++
 data/releases/gemini-3.yaml                              | 4 ++++
 data/releases/gpt-5.1.yaml                               | 4 ++++
 data/releases/gpt-5.yaml                                 | 4 ++++
 data/releases/gpt-oss.yaml                               | 4 ++++
 data/releases/llama-4.yaml                               | 4 ++++
 data/releases/o3-mini.yaml                               | 4 ++++
 data/releases/o3.yaml                                    | 4 ++++
 data/releases/o4-mini.yaml                               | 4 ++++
 data/releases/qwen3.yaml                                 | 4 ++++
 data/sources/claude-3.7-announcement.yaml                | 8 ++++++++
 data/sources/claude-4-announcement.yaml                  | 8 ++++++++
 data/sources/claude-sonnet-4.5-announcement.yaml         | 8 ++++++++
 data/sources/deepseek-r1-release.yaml                    | 8 ++++++++
 data/sources/gemini-2.5-announcement.yaml                | 8 ++++++++
 data/sources/gemini-2.5-ga.yaml                          | 8 ++++++++
 data/sources/gemini-3-announcement.yaml                  | 8 ++++++++
 data/sources/gpt-5-announcement.yaml                     | 8 ++++++++
 data/sources/gpt-5.1-system-card.yaml                    | 8 ++++++++
 data/sources/gpt-oss-announcement.yaml                   | 8 ++++++++
 data/sources/llama-4-announcement.yaml                   | 8 ++++++++
 data/sources/o3-mini-announcement.yaml                   | 8 ++++++++
 data/sources/o3-o4-mini-announcement.yaml                | 8 ++++++++
 data/sources/qwen3-announcement.yaml                     | 8 ++++++++
 data/techniques/adaptive-reasoning-routing.yaml          | 5 +++++
 data/techniques/agentic-tool-use.yaml                    | 5 +++++
 data/techniques/hybrid-reasoning.yaml                    | 5 +++++
 102 files changed, 737 insertions(+)
 create mode 100644 data/claims/claude-3.7-sonnet-release-of-family.yaml
 create mode 100644 data/claims/claude-3.7-sonnet-uses-hybrid-reasoning.yaml
 create mode 100644 data/claims/claude-4-release-of-family.yaml
 create mode 100644 data/claims/claude-4-uses-agentic-tool-use.yaml
 create mode 100644 data/claims/claude-sonnet-4.5-release-of-family.yaml
 create mode 100644 data/claims/deepseek-r1-release-of-family.yaml
 create mode 100644 data/claims/deepseek-r1-uses-reasoning-reinforcement-learning.yaml
 create mode 100644 data/claims/gemini-2.5-pro-release-of-family.yaml
 create mode 100644 data/claims/gemini-2.5-pro-uses-hybrid-reasoning.yaml
 create mode 100644 data/claims/gemini-3-release-of-family.yaml
 create mode 100644 data/claims/gpt-5-release-of-family.yaml
 create mode 100644 data/claims/gpt-5-uses-adaptive-reasoning-routing.yaml
 create mode 100644 data/claims/gpt-5.1-release-of-family.yaml
 create mode 100644 data/claims/gpt-5.1-uses-adaptive-reasoning-routing.yaml
 create mode 100644 data/claims/gpt-oss-release-of-family.yaml
 create mode 100644 data/claims/gpt-oss-uses-agentic-tool-use.yaml
 create mode 100644 data/claims/llama-4-release-of-family.yaml
 create mode 100644 data/claims/llama-4-uses-knowledge-distillation.yaml
 create mode 100644 data/claims/llama-4-uses-sparse-mixture-of-experts.yaml
 create mode 100644 data/claims/o3-mini-release-of-family.yaml
 create mode 100644 data/claims/o3-release-of-family.yaml
 create mode 100644 data/claims/o3-uses-agentic-tool-use.yaml
 create mode 100644 data/claims/o4-mini-release-of-family.yaml
 create mode 100644 data/claims/o4-mini-uses-agentic-tool-use.yaml
 create mode 100644 data/claims/qwen3-release-of-family.yaml
 create mode 100644 data/claims/qwen3-uses-hybrid-reasoning.yaml
 create mode 100644 data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml
 create mode 100644 data/events/2025-01-20-deepseek-r1-weights.yaml
 create mode 100644 data/events/2025-01-31-o3-mini-announced.yaml
 create mode 100644 data/events/2025-02-24-claude-3.7-sonnet-announced.yaml
 create mode 100644 data/events/2025-03-25-gemini-2.5-pro-announced.yaml
 create mode 100644 data/events/2025-04-05-llama-4-weights.yaml
 create mode 100644 data/events/2025-04-16-o3-announced.yaml
 create mode 100644 data/events/2025-04-16-o4-mini-announced.yaml
 create mode 100644 data/events/2025-04-29-qwen3-weights.yaml
 create mode 100644 data/events/2025-05-22-claude-4-announced.yaml
 create mode 100644 data/events/2025-08-05-gpt-oss-weights.yaml
 create mode 100644 data/events/2025-08-07-gpt-5-announced.yaml
 create mode 100644 data/events/2025-09-29-claude-sonnet-4.5-announced.yaml
 create mode 100644 data/events/2025-11-12-gpt-5.1-announced.yaml
 create mode 100644 data/events/2025-11-18-gemini-3-announced.yaml
 create mode 100644 data/families/gpt-oss.yaml
 create mode 100644 data/families/o-series.yaml
 create mode 100644 data/relationships/claude-3.7-sonnet-release-of-claude.yaml
 create mode 100644 data/relationships/claude-3.7-sonnet-uses-hybrid-reasoning.yaml
 create mode 100644 data/relationships/claude-4-release-of-claude.yaml
 create mode 100644 data/relationships/claude-4-uses-agentic-tool-use.yaml
 create mode 100644 data/relationships/claude-sonnet-4.5-release-of-claude.yaml
 create mode 100644 data/relationships/deepseek-r1-release-of-deepseek.yaml
 create mode 100644 data/relationships/deepseek-r1-uses-reasoning-reinforcement-learning.yaml
 create mode 100644 data/relationships/gemini-2.5-pro-release-of-gemini.yaml
 create mode 100644 data/relationships/gemini-2.5-pro-uses-hybrid-reasoning.yaml
 create mode 100644 data/relationships/gemini-3-release-of-gemini.yaml
 create mode 100644 data/relationships/gpt-5-release-of-gpt.yaml
 create mode 100644 data/relationships/gpt-5-uses-adaptive-reasoning-routing.yaml
 create mode 100644 data/relationships/gpt-5.1-release-of-gpt.yaml
 create mode 100644 data/relationships/gpt-5.1-uses-adaptive-reasoning-routing.yaml
 create mode 100644 data/relationships/gpt-oss-release-of-gpt-oss.yaml
 create mode 100644 data/relationships/gpt-oss-uses-agentic-tool-use.yaml
 create mode 100644 data/relationships/llama-4-release-of-llama.yaml
 create mode 100644 data/relationships/llama-4-uses-knowledge-distillation.yaml
 create mode 100644 data/relationships/llama-4-uses-sparse-mixture-of-experts.yaml
 create mode 100644 data/relationships/o3-mini-release-of-o-series.yaml
 create mode 100644 data/relationships/o3-release-of-o-series.yaml
 create mode 100644 data/relationships/o3-uses-agentic-tool-use.yaml
 create mode 100644 data/relationships/o4-mini-release-of-o-series.yaml
 create mode 100644 data/relationships/o4-mini-uses-agentic-tool-use.yaml
 create mode 100644 data/relationships/qwen3-release-of-qwen.yaml
 create mode 100644 data/relationships/qwen3-uses-hybrid-reasoning.yaml
 create mode 100644 data/relationships/qwen3-uses-reasoning-reinforcement-learning.yaml
 create mode 100644 data/releases/claude-3.7-sonnet.yaml
 create mode 100644 data/releases/claude-4.yaml
 create mode 100644 data/releases/claude-sonnet-4.5.yaml
 create mode 100644 data/releases/deepseek-r1.yaml
 create mode 100644 data/releases/gemini-2.5-pro.yaml
 create mode 100644 data/releases/gemini-3.yaml
 create mode 100644 data/releases/gpt-5.1.yaml
 create mode 100644 data/releases/gpt-5.yaml
 create mode 100644 data/releases/gpt-oss.yaml
 create mode 100644 data/releases/llama-4.yaml
 create mode 100644 data/releases/o3-mini.yaml
 create mode 100644 data/releases/o3.yaml
 create mode 100644 data/releases/o4-mini.yaml
 create mode 100644 data/releases/qwen3.yaml
 create mode 100644 data/sources/claude-3.7-announcement.yaml
 create mode 100644 data/sources/claude-4-announcement.yaml
 create mode 100644 data/sources/claude-sonnet-4.5-announcement.yaml
 create mode 100644 data/sources/deepseek-r1-release.yaml
 create mode 100644 data/sources/gemini-2.5-announcement.yaml
 create mode 100644 data/sources/gemini-2.5-ga.yaml
 create mode 100644 data/sources/gemini-3-announcement.yaml
 create mode 100644 data/sources/gpt-5-announcement.yaml
 create mode 100644 data/sources/gpt-5.1-system-card.yaml
 create mode 100644 data/sources/gpt-oss-announcement.yaml
 create mode 100644 data/sources/llama-4-announcement.yaml
 create mode 100644 data/sources/o3-mini-announcement.yaml
 create mode 100644 data/sources/o3-o4-mini-announcement.yaml
 create mode 100644 data/sources/qwen3-announcement.yaml
 create mode 100644 data/techniques/adaptive-reasoning-routing.yaml
 create mode 100644 data/techniques/agentic-tool-use.yaml
 create mode 100644 data/techniques/hybrid-reasoning.yaml

diff --git a/.github/workflows/validate.yml b/.github/workflows/validate.yml
index 29f6d50..c08bf4c 100644
--- a/.github/workflows/validate.yml
+++ b/.github/workflows/validate.yml
@@ -30,3 +30,5 @@ jobs:
         run: python tools/build_year.py 2023 --format json > /tmp/modelmap-2023.json
       - name: Build 2024 year view
         run: python tools/build_year.py 2024 --format json > /tmp/modelmap-2024.json
+      - name: Build 2025 year view
+        run: python tools/build_year.py 2025 --format json > /tmp/modelmap-2025.json
diff --git a/data/claims/claude-3.7-sonnet-release-of-family.yaml b/data/claims/claude-3.7-sonnet-release-of-family.yaml
new file mode 100644
index 0000000..995b7ff
--- /dev/null
+++ b/data/claims/claude-3.7-sonnet-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:claude-3.7-sonnet-release-of-family
+type: claim
+subject: release:claude-3.7-sonnet
+predicate: release_of
+object: family:claude
+status: confirmed_primary
+evidence:
+  - source: source:claude-3.7-announcement
+    locator: announcement introduction
diff --git a/data/claims/claude-3.7-sonnet-uses-hybrid-reasoning.yaml b/data/claims/claude-3.7-sonnet-uses-hybrid-reasoning.yaml
new file mode 100644
index 0000000..39b4a4e
--- /dev/null
+++ b/data/claims/claude-3.7-sonnet-uses-hybrid-reasoning.yaml
@@ -0,0 +1,9 @@
+id: claim:claude-3.7-sonnet-uses-hybrid-reasoning
+type: claim
+subject: release:claude-3.7-sonnet
+predicate: uses_technique
+object: technique:hybrid-reasoning
+status: confirmed_primary
+evidence:
+  - source: source:claude-3.7-announcement
+    locator: announcement opening
diff --git a/data/claims/claude-4-release-of-family.yaml b/data/claims/claude-4-release-of-family.yaml
new file mode 100644
index 0000000..791bc85
--- /dev/null
+++ b/data/claims/claude-4-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:claude-4-release-of-family
+type: claim
+subject: release:claude-4
+predicate: release_of
+object: family:claude
+status: confirmed_primary
+evidence:
+  - source: source:claude-4-announcement
+    locator: announcement introduction
diff --git a/data/claims/claude-4-uses-agentic-tool-use.yaml b/data/claims/claude-4-uses-agentic-tool-use.yaml
new file mode 100644
index 0000000..40f28d4
--- /dev/null
+++ b/data/claims/claude-4-uses-agentic-tool-use.yaml
@@ -0,0 +1,9 @@
+id: claim:claude-4-uses-agentic-tool-use
+type: claim
+subject: release:claude-4
+predicate: uses_technique
+object: technique:agentic-tool-use
+status: confirmed_primary
+evidence:
+  - source: source:claude-4-announcement
+    locator: Extended thinking with tool use
diff --git a/data/claims/claude-sonnet-4.5-release-of-family.yaml b/data/claims/claude-sonnet-4.5-release-of-family.yaml
new file mode 100644
index 0000000..6d89a00
--- /dev/null
+++ b/data/claims/claude-sonnet-4.5-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:claude-sonnet-4.5-release-of-family
+type: claim
+subject: release:claude-sonnet-4.5
+predicate: release_of
+object: family:claude
+status: confirmed_primary
+evidence:
+  - source: source:claude-sonnet-4.5-announcement
+    locator: announcement introduction
diff --git a/data/claims/deepseek-r1-release-of-family.yaml b/data/claims/deepseek-r1-release-of-family.yaml
new file mode 100644
index 0000000..d6b9da2
--- /dev/null
+++ b/data/claims/deepseek-r1-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:deepseek-r1-release-of-family
+type: claim
+subject: release:deepseek-r1
+predicate: release_of
+object: family:deepseek
+status: confirmed_primary
+evidence:
+  - source: source:deepseek-r1-release
+    locator: announcement introduction
diff --git a/data/claims/deepseek-r1-uses-reasoning-reinforcement-learning.yaml b/data/claims/deepseek-r1-uses-reasoning-reinforcement-learning.yaml
new file mode 100644
index 0000000..f91ca99
--- /dev/null
+++ b/data/claims/deepseek-r1-uses-reasoning-reinforcement-learning.yaml
@@ -0,0 +1,9 @@
+id: claim:deepseek-r1-uses-reasoning-reinforcement-learning
+type: claim
+subject: release:deepseek-r1
+predicate: uses_technique
+object: technique:reasoning-reinforcement-learning
+status: confirmed_primary
+evidence:
+  - source: source:deepseek-r1-release
+    locator: Technical Highlights
diff --git a/data/claims/gemini-2.5-pro-release-of-family.yaml b/data/claims/gemini-2.5-pro-release-of-family.yaml
new file mode 100644
index 0000000..bfdab00
--- /dev/null
+++ b/data/claims/gemini-2.5-pro-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:gemini-2.5-pro-release-of-family
+type: claim
+subject: release:gemini-2.5-pro
+predicate: release_of
+object: family:gemini
+status: confirmed_primary
+evidence:
+  - source: source:gemini-2.5-announcement
+    locator: announcement introduction
diff --git a/data/claims/gemini-2.5-pro-uses-hybrid-reasoning.yaml b/data/claims/gemini-2.5-pro-uses-hybrid-reasoning.yaml
new file mode 100644
index 0000000..7399992
--- /dev/null
+++ b/data/claims/gemini-2.5-pro-uses-hybrid-reasoning.yaml
@@ -0,0 +1,9 @@
+id: claim:gemini-2.5-pro-uses-hybrid-reasoning
+type: claim
+subject: release:gemini-2.5-pro
+predicate: uses_technique
+object: technique:hybrid-reasoning
+status: confirmed_primary
+evidence:
+  - source: source:gemini-2.5-ga
+    locator: opening summary
diff --git a/data/claims/gemini-3-release-of-family.yaml b/data/claims/gemini-3-release-of-family.yaml
new file mode 100644
index 0000000..ed57023
--- /dev/null
+++ b/data/claims/gemini-3-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:gemini-3-release-of-family
+type: claim
+subject: release:gemini-3
+predicate: release_of
+object: family:gemini
+status: confirmed_primary
+evidence:
+  - source: source:gemini-3-announcement
+    locator: announcement introduction
diff --git a/data/claims/gpt-5-release-of-family.yaml b/data/claims/gpt-5-release-of-family.yaml
new file mode 100644
index 0000000..2d3c1ce
--- /dev/null
+++ b/data/claims/gpt-5-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:gpt-5-release-of-family
+type: claim
+subject: release:gpt-5
+predicate: release_of
+object: family:gpt
+status: confirmed_primary
+evidence:
+  - source: source:gpt-5-announcement
+    locator: announcement introduction
diff --git a/data/claims/gpt-5-uses-adaptive-reasoning-routing.yaml b/data/claims/gpt-5-uses-adaptive-reasoning-routing.yaml
new file mode 100644
index 0000000..942a6a7
--- /dev/null
+++ b/data/claims/gpt-5-uses-adaptive-reasoning-routing.yaml
@@ -0,0 +1,9 @@
+id: claim:gpt-5-uses-adaptive-reasoning-routing
+type: claim
+subject: release:gpt-5
+predicate: uses_technique
+object: technique:adaptive-reasoning-routing
+status: confirmed_primary
+evidence:
+  - source: source:gpt-5-announcement
+    locator: One unified system
diff --git a/data/claims/gpt-5.1-release-of-family.yaml b/data/claims/gpt-5.1-release-of-family.yaml
new file mode 100644
index 0000000..94af955
--- /dev/null
+++ b/data/claims/gpt-5.1-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:gpt-5.1-release-of-family
+type: claim
+subject: release:gpt-5.1
+predicate: release_of
+object: family:gpt
+status: confirmed_primary
+evidence:
+  - source: source:gpt-5.1-system-card
+    locator: Introduction
diff --git a/data/claims/gpt-5.1-uses-adaptive-reasoning-routing.yaml b/data/claims/gpt-5.1-uses-adaptive-reasoning-routing.yaml
new file mode 100644
index 0000000..ff1f6bc
--- /dev/null
+++ b/data/claims/gpt-5.1-uses-adaptive-reasoning-routing.yaml
@@ -0,0 +1,9 @@
+id: claim:gpt-5.1-uses-adaptive-reasoning-routing
+type: claim
+subject: release:gpt-5.1
+predicate: uses_technique
+object: technique:adaptive-reasoning-routing
+status: confirmed_primary
+evidence:
+  - source: source:gpt-5.1-system-card
+    locator: Introduction
diff --git a/data/claims/gpt-oss-release-of-family.yaml b/data/claims/gpt-oss-release-of-family.yaml
new file mode 100644
index 0000000..251bc06
--- /dev/null
+++ b/data/claims/gpt-oss-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:gpt-oss-release-of-family
+type: claim
+subject: release:gpt-oss
+predicate: release_of
+object: family:gpt-oss
+status: confirmed_primary
+evidence:
+  - source: source:gpt-oss-announcement
+    locator: announcement introduction
diff --git a/data/claims/gpt-oss-uses-agentic-tool-use.yaml b/data/claims/gpt-oss-uses-agentic-tool-use.yaml
new file mode 100644
index 0000000..326b57d
--- /dev/null
+++ b/data/claims/gpt-oss-uses-agentic-tool-use.yaml
@@ -0,0 +1,9 @@
+id: claim:gpt-oss-uses-agentic-tool-use
+type: claim
+subject: release:gpt-oss
+predicate: uses_technique
+object: technique:agentic-tool-use
+status: confirmed_primary
+evidence:
+  - source: source:gpt-oss-announcement
+    locator: Introduction
diff --git a/data/claims/llama-4-release-of-family.yaml b/data/claims/llama-4-release-of-family.yaml
new file mode 100644
index 0000000..f09c4c2
--- /dev/null
+++ b/data/claims/llama-4-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:llama-4-release-of-family
+type: claim
+subject: release:llama-4
+predicate: release_of
+object: family:llama
+status: confirmed_primary
+evidence:
+  - source: source:llama-4-announcement
+    locator: announcement introduction
diff --git a/data/claims/llama-4-uses-knowledge-distillation.yaml b/data/claims/llama-4-uses-knowledge-distillation.yaml
new file mode 100644
index 0000000..f99dfdb
--- /dev/null
+++ b/data/claims/llama-4-uses-knowledge-distillation.yaml
@@ -0,0 +1,9 @@
+id: claim:llama-4-uses-knowledge-distillation
+type: claim
+subject: release:llama-4
+predicate: uses_technique
+object: technique:knowledge-distillation
+status: confirmed_primary
+evidence:
+  - source: source:llama-4-announcement
+    locator: takeaways and Pre-training
diff --git a/data/claims/llama-4-uses-sparse-mixture-of-experts.yaml b/data/claims/llama-4-uses-sparse-mixture-of-experts.yaml
new file mode 100644
index 0000000..3e88fda
--- /dev/null
+++ b/data/claims/llama-4-uses-sparse-mixture-of-experts.yaml
@@ -0,0 +1,9 @@
+id: claim:llama-4-uses-sparse-mixture-of-experts
+type: claim
+subject: release:llama-4
+predicate: uses_technique
+object: technique:sparse-mixture-of-experts
+status: confirmed_primary
+evidence:
+  - source: source:llama-4-announcement
+    locator: introduction and Pre-training
diff --git a/data/claims/o3-mini-release-of-family.yaml b/data/claims/o3-mini-release-of-family.yaml
new file mode 100644
index 0000000..ce21b7c
--- /dev/null
+++ b/data/claims/o3-mini-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:o3-mini-release-of-family
+type: claim
+subject: release:o3-mini
+predicate: release_of
+object: family:o-series
+status: confirmed_primary
+evidence:
+  - source: source:o3-mini-announcement
+    locator: announcement introduction
diff --git a/data/claims/o3-release-of-family.yaml b/data/claims/o3-release-of-family.yaml
new file mode 100644
index 0000000..7541bd9
--- /dev/null
+++ b/data/claims/o3-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:o3-release-of-family
+type: claim
+subject: release:o3
+predicate: release_of
+object: family:o-series
+status: confirmed_primary
+evidence:
+  - source: source:o3-o4-mini-announcement
+    locator: announcement introduction
diff --git a/data/claims/o3-uses-agentic-tool-use.yaml b/data/claims/o3-uses-agentic-tool-use.yaml
new file mode 100644
index 0000000..6598d1a
--- /dev/null
+++ b/data/claims/o3-uses-agentic-tool-use.yaml
@@ -0,0 +1,9 @@
+id: claim:o3-uses-agentic-tool-use
+type: claim
+subject: release:o3
+predicate: uses_technique
+object: technique:agentic-tool-use
+status: confirmed_primary
+evidence:
+  - source: source:o3-o4-mini-announcement
+    locator: Toward agentic tool use
diff --git a/data/claims/o4-mini-release-of-family.yaml b/data/claims/o4-mini-release-of-family.yaml
new file mode 100644
index 0000000..ca28ac8
--- /dev/null
+++ b/data/claims/o4-mini-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:o4-mini-release-of-family
+type: claim
+subject: release:o4-mini
+predicate: release_of
+object: family:o-series
+status: confirmed_primary
+evidence:
+  - source: source:o3-o4-mini-announcement
+    locator: announcement introduction
diff --git a/data/claims/o4-mini-uses-agentic-tool-use.yaml b/data/claims/o4-mini-uses-agentic-tool-use.yaml
new file mode 100644
index 0000000..8da434f
--- /dev/null
+++ b/data/claims/o4-mini-uses-agentic-tool-use.yaml
@@ -0,0 +1,9 @@
+id: claim:o4-mini-uses-agentic-tool-use
+type: claim
+subject: release:o4-mini
+predicate: uses_technique
+object: technique:agentic-tool-use
+status: confirmed_primary
+evidence:
+  - source: source:o3-o4-mini-announcement
+    locator: Toward agentic tool use
diff --git a/data/claims/qwen3-release-of-family.yaml b/data/claims/qwen3-release-of-family.yaml
new file mode 100644
index 0000000..73da836
--- /dev/null
+++ b/data/claims/qwen3-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:qwen3-release-of-family
+type: claim
+subject: release:qwen3
+predicate: release_of
+object: family:qwen
+status: confirmed_primary
+evidence:
+  - source: source:qwen3-announcement
+    locator: announcement introduction
diff --git a/data/claims/qwen3-uses-hybrid-reasoning.yaml b/data/claims/qwen3-uses-hybrid-reasoning.yaml
new file mode 100644
index 0000000..ce9a15b
--- /dev/null
+++ b/data/claims/qwen3-uses-hybrid-reasoning.yaml
@@ -0,0 +1,9 @@
+id: claim:qwen3-uses-hybrid-reasoning
+type: claim
+subject: release:qwen3
+predicate: uses_technique
+object: technique:hybrid-reasoning
+status: confirmed_primary
+evidence:
+  - source: source:qwen3-announcement
+    locator: Key Features: Hybrid Thinking Modes
diff --git a/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml b/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml
new file mode 100644
index 0000000..295532e
--- /dev/null
+++ b/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml
@@ -0,0 +1,9 @@
+id: claim:qwen3-uses-reasoning-reinforcement-learning
+type: claim
+subject: release:qwen3
+predicate: uses_technique
+object: technique:reasoning-reinforcement-learning
+status: confirmed_primary
+evidence:
+  - source: source:qwen3-announcement
+    locator: Key Features: four-stage training pipeline
diff --git a/data/events/2025-01-20-deepseek-r1-weights.yaml b/data/events/2025-01-20-deepseek-r1-weights.yaml
new file mode 100644
index 0000000..655232e
--- /dev/null
+++ b/data/events/2025-01-20-deepseek-r1-weights.yaml
@@ -0,0 +1,8 @@
+id: event:2025-01-20-deepseek-r1-weights
+type: event
+name: DeepSeek-R1 weights released
+event_type: weights_released
+subject: release:deepseek-r1
+occurred_at: '2025-01-20'
+evidence:
+  - source:deepseek-r1-release
diff --git a/data/events/2025-01-31-o3-mini-announced.yaml b/data/events/2025-01-31-o3-mini-announced.yaml
new file mode 100644
index 0000000..e7e6afe
--- /dev/null
+++ b/data/events/2025-01-31-o3-mini-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-01-31-o3-mini-announced
+type: event
+name: OpenAI o3-mini released
+event_type: model_announced
+subject: release:o3-mini
+occurred_at: '2025-01-31'
+evidence:
+  - source:o3-mini-announcement
diff --git a/data/events/2025-02-24-claude-3.7-sonnet-announced.yaml b/data/events/2025-02-24-claude-3.7-sonnet-announced.yaml
new file mode 100644
index 0000000..c08cff3
--- /dev/null
+++ b/data/events/2025-02-24-claude-3.7-sonnet-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-02-24-claude-3.7-sonnet-announced
+type: event
+name: Claude 3.7 Sonnet released
+event_type: model_announced
+subject: release:claude-3.7-sonnet
+occurred_at: '2025-02-24'
+evidence:
+  - source:claude-3.7-announcement
diff --git a/data/events/2025-03-25-gemini-2.5-pro-announced.yaml b/data/events/2025-03-25-gemini-2.5-pro-announced.yaml
new file mode 100644
index 0000000..0525f8b
--- /dev/null
+++ b/data/events/2025-03-25-gemini-2.5-pro-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-03-25-gemini-2.5-pro-announced
+type: event
+name: Gemini 2.5 Pro Experimental introduced
+event_type: model_announced
+subject: release:gemini-2.5-pro
+occurred_at: '2025-03-25'
+evidence:
+  - source:gemini-2.5-announcement
diff --git a/data/events/2025-04-05-llama-4-weights.yaml b/data/events/2025-04-05-llama-4-weights.yaml
new file mode 100644
index 0000000..547ed26
--- /dev/null
+++ b/data/events/2025-04-05-llama-4-weights.yaml
@@ -0,0 +1,8 @@
+id: event:2025-04-05-llama-4-weights
+type: event
+name: Llama 4 Scout and Maverick weights released
+event_type: weights_released
+subject: release:llama-4
+occurred_at: '2025-04-05'
+evidence:
+  - source:llama-4-announcement
diff --git a/data/events/2025-04-16-o3-announced.yaml b/data/events/2025-04-16-o3-announced.yaml
new file mode 100644
index 0000000..2ffc19b
--- /dev/null
+++ b/data/events/2025-04-16-o3-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-04-16-o3-announced
+type: event
+name: OpenAI o3 released
+event_type: model_announced
+subject: release:o3
+occurred_at: '2025-04-16'
+evidence:
+  - source:o3-o4-mini-announcement
diff --git a/data/events/2025-04-16-o4-mini-announced.yaml b/data/events/2025-04-16-o4-mini-announced.yaml
new file mode 100644
index 0000000..bdb94b7
--- /dev/null
+++ b/data/events/2025-04-16-o4-mini-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-04-16-o4-mini-announced
+type: event
+name: OpenAI o4-mini released
+event_type: model_announced
+subject: release:o4-mini
+occurred_at: '2025-04-16'
+evidence:
+  - source:o3-o4-mini-announcement
diff --git a/data/events/2025-04-29-qwen3-weights.yaml b/data/events/2025-04-29-qwen3-weights.yaml
new file mode 100644
index 0000000..ff09a2a
--- /dev/null
+++ b/data/events/2025-04-29-qwen3-weights.yaml
@@ -0,0 +1,8 @@
+id: event:2025-04-29-qwen3-weights
+type: event
+name: Qwen3 weights released
+event_type: weights_released
+subject: release:qwen3
+occurred_at: '2025-04-29'
+evidence:
+  - source:qwen3-announcement
diff --git a/data/events/2025-05-22-claude-4-announced.yaml b/data/events/2025-05-22-claude-4-announced.yaml
new file mode 100644
index 0000000..97dfbea
--- /dev/null
+++ b/data/events/2025-05-22-claude-4-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-05-22-claude-4-announced
+type: event
+name: Claude 4 introduced
+event_type: model_announced
+subject: release:claude-4
+occurred_at: '2025-05-22'
+evidence:
+  - source:claude-4-announcement
diff --git a/data/events/2025-08-05-gpt-oss-weights.yaml b/data/events/2025-08-05-gpt-oss-weights.yaml
new file mode 100644
index 0000000..1dc1811
--- /dev/null
+++ b/data/events/2025-08-05-gpt-oss-weights.yaml
@@ -0,0 +1,8 @@
+id: event:2025-08-05-gpt-oss-weights
+type: event
+name: gpt-oss open weights released
+event_type: weights_released
+subject: release:gpt-oss
+occurred_at: '2025-08-05'
+evidence:
+  - source:gpt-oss-announcement
diff --git a/data/events/2025-08-07-gpt-5-announced.yaml b/data/events/2025-08-07-gpt-5-announced.yaml
new file mode 100644
index 0000000..e28b67b
--- /dev/null
+++ b/data/events/2025-08-07-gpt-5-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-08-07-gpt-5-announced
+type: event
+name: GPT-5 introduced
+event_type: model_announced
+subject: release:gpt-5
+occurred_at: '2025-08-07'
+evidence:
+  - source:gpt-5-announcement
diff --git a/data/events/2025-09-29-claude-sonnet-4.5-announced.yaml b/data/events/2025-09-29-claude-sonnet-4.5-announced.yaml
new file mode 100644
index 0000000..d035053
--- /dev/null
+++ b/data/events/2025-09-29-claude-sonnet-4.5-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-09-29-claude-sonnet-4.5-announced
+type: event
+name: Claude Sonnet 4.5 released
+event_type: model_announced
+subject: release:claude-sonnet-4.5
+occurred_at: '2025-09-29'
+evidence:
+  - source:claude-sonnet-4.5-announcement
diff --git a/data/events/2025-11-12-gpt-5.1-announced.yaml b/data/events/2025-11-12-gpt-5.1-announced.yaml
new file mode 100644
index 0000000..fde91ca
--- /dev/null
+++ b/data/events/2025-11-12-gpt-5.1-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-11-12-gpt-5.1-announced
+type: event
+name: GPT-5.1 Instant and Thinking introduced
+event_type: model_announced
+subject: release:gpt-5.1
+occurred_at: '2025-11-12'
+evidence:
+  - source:gpt-5.1-system-card
diff --git a/data/events/2025-11-18-gemini-3-announced.yaml b/data/events/2025-11-18-gemini-3-announced.yaml
new file mode 100644
index 0000000..83dc48b
--- /dev/null
+++ b/data/events/2025-11-18-gemini-3-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-11-18-gemini-3-announced
+type: event
+name: Gemini 3 introduced
+event_type: model_announced
+subject: release:gemini-3
+occurred_at: '2025-11-18'
+evidence:
+  - source:gemini-3-announcement
diff --git a/data/families/gpt-oss.yaml b/data/families/gpt-oss.yaml
new file mode 100644
index 0000000..4778a35
--- /dev/null
+++ b/data/families/gpt-oss.yaml
@@ -0,0 +1,4 @@
+id: family:gpt-oss
+type: model_family
+name: OpenAI gpt-oss
+status: canonical
diff --git a/data/families/o-series.yaml b/data/families/o-series.yaml
new file mode 100644
index 0000000..71fc648
--- /dev/null
+++ b/data/families/o-series.yaml
@@ -0,0 +1,4 @@
+id: family:o-series
+type: model_family
+name: OpenAI o-series
+status: canonical
diff --git a/data/relationships/claude-3.7-sonnet-release-of-claude.yaml b/data/relationships/claude-3.7-sonnet-release-of-claude.yaml
new file mode 100644
index 0000000..d29b7fa
--- /dev/null
+++ b/data/relationships/claude-3.7-sonnet-release-of-claude.yaml
@@ -0,0 +1,7 @@
+id: relationship:claude-3.7-sonnet-release-of-claude
+type: relationship
+subject: release:claude-3.7-sonnet
+predicate: release_of
+object: family:claude
+claim_refs:
+  - claim:claude-3.7-sonnet-release-of-family
diff --git a/data/relationships/claude-3.7-sonnet-uses-hybrid-reasoning.yaml b/data/relationships/claude-3.7-sonnet-uses-hybrid-reasoning.yaml
new file mode 100644
index 0000000..748597f
--- /dev/null
+++ b/data/relationships/claude-3.7-sonnet-uses-hybrid-reasoning.yaml
@@ -0,0 +1,7 @@
+id: relationship:claude-3.7-sonnet-uses-hybrid-reasoning
+type: relationship
+subject: release:claude-3.7-sonnet
+predicate: uses_technique
+object: technique:hybrid-reasoning
+claim_refs:
+  - claim:claude-3.7-sonnet-uses-hybrid-reasoning
diff --git a/data/relationships/claude-4-release-of-claude.yaml b/data/relationships/claude-4-release-of-claude.yaml
new file mode 100644
index 0000000..61a19c1
--- /dev/null
+++ b/data/relationships/claude-4-release-of-claude.yaml
@@ -0,0 +1,7 @@
+id: relationship:claude-4-release-of-claude
+type: relationship
+subject: release:claude-4
+predicate: release_of
+object: family:claude
+claim_refs:
+  - claim:claude-4-release-of-family
diff --git a/data/relationships/claude-4-uses-agentic-tool-use.yaml b/data/relationships/claude-4-uses-agentic-tool-use.yaml
new file mode 100644
index 0000000..766a283
--- /dev/null
+++ b/data/relationships/claude-4-uses-agentic-tool-use.yaml
@@ -0,0 +1,7 @@
+id: relationship:claude-4-uses-agentic-tool-use
+type: relationship
+subject: release:claude-4
+predicate: uses_technique
+object: technique:agentic-tool-use
+claim_refs:
+  - claim:claude-4-uses-agentic-tool-use
diff --git a/data/relationships/claude-sonnet-4.5-release-of-claude.yaml b/data/relationships/claude-sonnet-4.5-release-of-claude.yaml
new file mode 100644
index 0000000..e9795d2
--- /dev/null
+++ b/data/relationships/claude-sonnet-4.5-release-of-claude.yaml
@@ -0,0 +1,7 @@
+id: relationship:claude-sonnet-4.5-release-of-claude
+type: relationship
+subject: release:claude-sonnet-4.5
+predicate: release_of
+object: family:claude
+claim_refs:
+  - claim:claude-sonnet-4.5-release-of-family
diff --git a/data/relationships/deepseek-r1-release-of-deepseek.yaml b/data/relationships/deepseek-r1-release-of-deepseek.yaml
new file mode 100644
index 0000000..bac2ac7
--- /dev/null
+++ b/data/relationships/deepseek-r1-release-of-deepseek.yaml
@@ -0,0 +1,7 @@
+id: relationship:deepseek-r1-release-of-deepseek
+type: relationship
+subject: release:deepseek-r1
+predicate: release_of
+object: family:deepseek
+claim_refs:
+  - claim:deepseek-r1-release-of-family
diff --git a/data/relationships/deepseek-r1-uses-reasoning-reinforcement-learning.yaml b/data/relationships/deepseek-r1-uses-reasoning-reinforcement-learning.yaml
new file mode 100644
index 0000000..05f59c7
--- /dev/null
+++ b/data/relationships/deepseek-r1-uses-reasoning-reinforcement-learning.yaml
@@ -0,0 +1,7 @@
+id: relationship:deepseek-r1-uses-reasoning-reinforcement-learning
+type: relationship
+subject: release:deepseek-r1
+predicate: uses_technique
+object: technique:reasoning-reinforcement-learning
+claim_refs:
+  - claim:deepseek-r1-uses-reasoning-reinforcement-learning
diff --git a/data/relationships/gemini-2.5-pro-release-of-gemini.yaml b/data/relationships/gemini-2.5-pro-release-of-gemini.yaml
new file mode 100644
index 0000000..28227a0
--- /dev/null
+++ b/data/relationships/gemini-2.5-pro-release-of-gemini.yaml
@@ -0,0 +1,7 @@
+id: relationship:gemini-2.5-pro-release-of-gemini
+type: relationship
+subject: release:gemini-2.5-pro
+predicate: release_of
+object: family:gemini
+claim_refs:
+  - claim:gemini-2.5-pro-release-of-family
diff --git a/data/relationships/gemini-2.5-pro-uses-hybrid-reasoning.yaml b/data/relationships/gemini-2.5-pro-uses-hybrid-reasoning.yaml
new file mode 100644
index 0000000..fe1f9ca
--- /dev/null
+++ b/data/relationships/gemini-2.5-pro-uses-hybrid-reasoning.yaml
@@ -0,0 +1,7 @@
+id: relationship:gemini-2.5-pro-uses-hybrid-reasoning
+type: relationship
+subject: release:gemini-2.5-pro
+predicate: uses_technique
+object: technique:hybrid-reasoning
+claim_refs:
+  - claim:gemini-2.5-pro-uses-hybrid-reasoning
diff --git a/data/relationships/gemini-3-release-of-gemini.yaml b/data/relationships/gemini-3-release-of-gemini.yaml
new file mode 100644
index 0000000..cb85e62
--- /dev/null
+++ b/data/relationships/gemini-3-release-of-gemini.yaml
@@ -0,0 +1,7 @@
+id: relationship:gemini-3-release-of-gemini
+type: relationship
+subject: release:gemini-3
+predicate: release_of
+object: family:gemini
+claim_refs:
+  - claim:gemini-3-release-of-family
diff --git a/data/relationships/gpt-5-release-of-gpt.yaml b/data/relationships/gpt-5-release-of-gpt.yaml
new file mode 100644
index 0000000..b837c08
--- /dev/null
+++ b/data/relationships/gpt-5-release-of-gpt.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-5-release-of-gpt
+type: relationship
+subject: release:gpt-5
+predicate: release_of
+object: family:gpt
+claim_refs:
+  - claim:gpt-5-release-of-family
diff --git a/data/relationships/gpt-5-uses-adaptive-reasoning-routing.yaml b/data/relationships/gpt-5-uses-adaptive-reasoning-routing.yaml
new file mode 100644
index 0000000..4cc4c7e
--- /dev/null
+++ b/data/relationships/gpt-5-uses-adaptive-reasoning-routing.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-5-uses-adaptive-reasoning-routing
+type: relationship
+subject: release:gpt-5
+predicate: uses_technique
+object: technique:adaptive-reasoning-routing
+claim_refs:
+  - claim:gpt-5-uses-adaptive-reasoning-routing
diff --git a/data/relationships/gpt-5.1-release-of-gpt.yaml b/data/relationships/gpt-5.1-release-of-gpt.yaml
new file mode 100644
index 0000000..e1db774
--- /dev/null
+++ b/data/relationships/gpt-5.1-release-of-gpt.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-5.1-release-of-gpt
+type: relationship
+subject: release:gpt-5.1
+predicate: release_of
+object: family:gpt
+claim_refs:
+  - claim:gpt-5.1-release-of-family
diff --git a/data/relationships/gpt-5.1-uses-adaptive-reasoning-routing.yaml b/data/relationships/gpt-5.1-uses-adaptive-reasoning-routing.yaml
new file mode 100644
index 0000000..7bbaa98
--- /dev/null
+++ b/data/relationships/gpt-5.1-uses-adaptive-reasoning-routing.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-5.1-uses-adaptive-reasoning-routing
+type: relationship
+subject: release:gpt-5.1
+predicate: uses_technique
+object: technique:adaptive-reasoning-routing
+claim_refs:
+  - claim:gpt-5.1-uses-adaptive-reasoning-routing
diff --git a/data/relationships/gpt-oss-release-of-gpt-oss.yaml b/data/relationships/gpt-oss-release-of-gpt-oss.yaml
new file mode 100644
index 0000000..5c26fa0
--- /dev/null
+++ b/data/relationships/gpt-oss-release-of-gpt-oss.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-oss-release-of-gpt-oss
+type: relationship
+subject: release:gpt-oss
+predicate: release_of
+object: family:gpt-oss
+claim_refs:
+  - claim:gpt-oss-release-of-family
diff --git a/data/relationships/gpt-oss-uses-agentic-tool-use.yaml b/data/relationships/gpt-oss-uses-agentic-tool-use.yaml
new file mode 100644
index 0000000..d60a946
--- /dev/null
+++ b/data/relationships/gpt-oss-uses-agentic-tool-use.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-oss-uses-agentic-tool-use
+type: relationship
+subject: release:gpt-oss
+predicate: uses_technique
+object: technique:agentic-tool-use
+claim_refs:
+  - claim:gpt-oss-uses-agentic-tool-use
diff --git a/data/relationships/llama-4-release-of-llama.yaml b/data/relationships/llama-4-release-of-llama.yaml
new file mode 100644
index 0000000..586592c
--- /dev/null
+++ b/data/relationships/llama-4-release-of-llama.yaml
@@ -0,0 +1,7 @@
+id: relationship:llama-4-release-of-llama
+type: relationship
+subject: release:llama-4
+predicate: release_of
+object: family:llama
+claim_refs:
+  - claim:llama-4-release-of-family
diff --git a/data/relationships/llama-4-uses-knowledge-distillation.yaml b/data/relationships/llama-4-uses-knowledge-distillation.yaml
new file mode 100644
index 0000000..53ca0a7
--- /dev/null
+++ b/data/relationships/llama-4-uses-knowledge-distillation.yaml
@@ -0,0 +1,7 @@
+id: relationship:llama-4-uses-knowledge-distillation
+type: relationship
+subject: release:llama-4
+predicate: uses_technique
+object: technique:knowledge-distillation
+claim_refs:
+  - claim:llama-4-uses-knowledge-distillation
diff --git a/data/relationships/llama-4-uses-sparse-mixture-of-experts.yaml b/data/relationships/llama-4-uses-sparse-mixture-of-experts.yaml
new file mode 100644
index 0000000..26124fe
--- /dev/null
+++ b/data/relationships/llama-4-uses-sparse-mixture-of-experts.yaml
@@ -0,0 +1,7 @@
+id: relationship:llama-4-uses-sparse-mixture-of-experts
+type: relationship
+subject: release:llama-4
+predicate: uses_technique
+object: technique:sparse-mixture-of-experts
+claim_refs:
+  - claim:llama-4-uses-sparse-mixture-of-experts
diff --git a/data/relationships/o3-mini-release-of-o-series.yaml b/data/relationships/o3-mini-release-of-o-series.yaml
new file mode 100644
index 0000000..fd58544
--- /dev/null
+++ b/data/relationships/o3-mini-release-of-o-series.yaml
@@ -0,0 +1,7 @@
+id: relationship:o3-mini-release-of-o-series
+type: relationship
+subject: release:o3-mini
+predicate: release_of
+object: family:o-series
+claim_refs:
+  - claim:o3-mini-release-of-family
diff --git a/data/relationships/o3-release-of-o-series.yaml b/data/relationships/o3-release-of-o-series.yaml
new file mode 100644
index 0000000..642fbbe
--- /dev/null
+++ b/data/relationships/o3-release-of-o-series.yaml
@@ -0,0 +1,7 @@
+id: relationship:o3-release-of-o-series
+type: relationship
+subject: release:o3
+predicate: release_of
+object: family:o-series
+claim_refs:
+  - claim:o3-release-of-family
diff --git a/data/relationships/o3-uses-agentic-tool-use.yaml b/data/relationships/o3-uses-agentic-tool-use.yaml
new file mode 100644
index 0000000..cd2ead1
--- /dev/null
+++ b/data/relationships/o3-uses-agentic-tool-use.yaml
@@ -0,0 +1,7 @@
+id: relationship:o3-uses-agentic-tool-use
+type: relationship
+subject: release:o3
+predicate: uses_technique
+object: technique:agentic-tool-use
+claim_refs:
+  - claim:o3-uses-agentic-tool-use
diff --git a/data/relationships/o4-mini-release-of-o-series.yaml b/data/relationships/o4-mini-release-of-o-series.yaml
new file mode 100644
index 0000000..2afb8e1
--- /dev/null
+++ b/data/relationships/o4-mini-release-of-o-series.yaml
@@ -0,0 +1,7 @@
+id: relationship:o4-mini-release-of-o-series
+type: relationship
+subject: release:o4-mini
+predicate: release_of
+object: family:o-series
+claim_refs:
+  - claim:o4-mini-release-of-family
diff --git a/data/relationships/o4-mini-uses-agentic-tool-use.yaml b/data/relationships/o4-mini-uses-agentic-tool-use.yaml
new file mode 100644
index 0000000..5be9c8b
--- /dev/null
+++ b/data/relationships/o4-mini-uses-agentic-tool-use.yaml
@@ -0,0 +1,7 @@
+id: relationship:o4-mini-uses-agentic-tool-use
+type: relationship
+subject: release:o4-mini
+predicate: uses_technique
+object: technique:agentic-tool-use
+claim_refs:
+  - claim:o4-mini-uses-agentic-tool-use
diff --git a/data/relationships/qwen3-release-of-qwen.yaml b/data/relationships/qwen3-release-of-qwen.yaml
new file mode 100644
index 0000000..2940c32
--- /dev/null
+++ b/data/relationships/qwen3-release-of-qwen.yaml
@@ -0,0 +1,7 @@
+id: relationship:qwen3-release-of-qwen
+type: relationship
+subject: release:qwen3
+predicate: release_of
+object: family:qwen
+claim_refs:
+  - claim:qwen3-release-of-family
diff --git a/data/relationships/qwen3-uses-hybrid-reasoning.yaml b/data/relationships/qwen3-uses-hybrid-reasoning.yaml
new file mode 100644
index 0000000..3eadd7b
--- /dev/null
+++ b/data/relationships/qwen3-uses-hybrid-reasoning.yaml
@@ -0,0 +1,7 @@
+id: relationship:qwen3-uses-hybrid-reasoning
+type: relationship
+subject: release:qwen3
+predicate: uses_technique
+object: technique:hybrid-reasoning
+claim_refs:
+  - claim:qwen3-uses-hybrid-reasoning
diff --git a/data/relationships/qwen3-uses-reasoning-reinforcement-learning.yaml b/data/relationships/qwen3-uses-reasoning-reinforcement-learning.yaml
new file mode 100644
index 0000000..f2ca8bb
--- /dev/null
+++ b/data/relationships/qwen3-uses-reasoning-reinforcement-learning.yaml
@@ -0,0 +1,7 @@
+id: relationship:qwen3-uses-reasoning-reinforcement-learning
+type: relationship
+subject: release:qwen3
+predicate: uses_technique
+object: technique:reasoning-reinforcement-learning
+claim_refs:
+  - claim:qwen3-uses-reasoning-reinforcement-learning
diff --git a/data/releases/claude-3.7-sonnet.yaml b/data/releases/claude-3.7-sonnet.yaml
new file mode 100644
index 0000000..24e6dd2
--- /dev/null
+++ b/data/releases/claude-3.7-sonnet.yaml
@@ -0,0 +1,4 @@
+id: release:claude-3.7-sonnet
+type: model_release
+name: Claude 3.7 Sonnet
+status: canonical
diff --git a/data/releases/claude-4.yaml b/data/releases/claude-4.yaml
new file mode 100644
index 0000000..0248634
--- /dev/null
+++ b/data/releases/claude-4.yaml
@@ -0,0 +1,4 @@
+id: release:claude-4
+type: model_release
+name: Claude 4
+status: canonical
diff --git a/data/releases/claude-sonnet-4.5.yaml b/data/releases/claude-sonnet-4.5.yaml
new file mode 100644
index 0000000..726e658
--- /dev/null
+++ b/data/releases/claude-sonnet-4.5.yaml
@@ -0,0 +1,4 @@
+id: release:claude-sonnet-4.5
+type: model_release
+name: Claude Sonnet 4.5
+status: canonical
diff --git a/data/releases/deepseek-r1.yaml b/data/releases/deepseek-r1.yaml
new file mode 100644
index 0000000..a8325bb
--- /dev/null
+++ b/data/releases/deepseek-r1.yaml
@@ -0,0 +1,4 @@
+id: release:deepseek-r1
+type: model_release
+name: DeepSeek-R1
+status: canonical
diff --git a/data/releases/gemini-2.5-pro.yaml b/data/releases/gemini-2.5-pro.yaml
new file mode 100644
index 0000000..4b41b39
--- /dev/null
+++ b/data/releases/gemini-2.5-pro.yaml
@@ -0,0 +1,4 @@
+id: release:gemini-2.5-pro
+type: model_release
+name: Gemini 2.5 Pro
+status: canonical
diff --git a/data/releases/gemini-3.yaml b/data/releases/gemini-3.yaml
new file mode 100644
index 0000000..069081b
--- /dev/null
+++ b/data/releases/gemini-3.yaml
@@ -0,0 +1,4 @@
+id: release:gemini-3
+type: model_release
+name: Gemini 3
+status: canonical
diff --git a/data/releases/gpt-5.1.yaml b/data/releases/gpt-5.1.yaml
new file mode 100644
index 0000000..2373ccd
--- /dev/null
+++ b/data/releases/gpt-5.1.yaml
@@ -0,0 +1,4 @@
+id: release:gpt-5.1
+type: model_release
+name: GPT-5.1
+status: canonical
diff --git a/data/releases/gpt-5.yaml b/data/releases/gpt-5.yaml
new file mode 100644
index 0000000..2786ebc
--- /dev/null
+++ b/data/releases/gpt-5.yaml
@@ -0,0 +1,4 @@
+id: release:gpt-5
+type: model_release
+name: GPT-5
+status: canonical
diff --git a/data/releases/gpt-oss.yaml b/data/releases/gpt-oss.yaml
new file mode 100644
index 0000000..85a4632
--- /dev/null
+++ b/data/releases/gpt-oss.yaml
@@ -0,0 +1,4 @@
+id: release:gpt-oss
+type: model_release
+name: gpt-oss
+status: canonical
diff --git a/data/releases/llama-4.yaml b/data/releases/llama-4.yaml
new file mode 100644
index 0000000..1a411aa
--- /dev/null
+++ b/data/releases/llama-4.yaml
@@ -0,0 +1,4 @@
+id: release:llama-4
+type: model_release
+name: Llama 4
+status: canonical
diff --git a/data/releases/o3-mini.yaml b/data/releases/o3-mini.yaml
new file mode 100644
index 0000000..8201a20
--- /dev/null
+++ b/data/releases/o3-mini.yaml
@@ -0,0 +1,4 @@
+id: release:o3-mini
+type: model_release
+name: OpenAI o3-mini
+status: canonical
diff --git a/data/releases/o3.yaml b/data/releases/o3.yaml
new file mode 100644
index 0000000..168cbb3
--- /dev/null
+++ b/data/releases/o3.yaml
@@ -0,0 +1,4 @@
+id: release:o3
+type: model_release
+name: OpenAI o3
+status: canonical
diff --git a/data/releases/o4-mini.yaml b/data/releases/o4-mini.yaml
new file mode 100644
index 0000000..6341b93
--- /dev/null
+++ b/data/releases/o4-mini.yaml
@@ -0,0 +1,4 @@
+id: release:o4-mini
+type: model_release
+name: OpenAI o4-mini
+status: canonical
diff --git a/data/releases/qwen3.yaml b/data/releases/qwen3.yaml
new file mode 100644
index 0000000..9fa7966
--- /dev/null
+++ b/data/releases/qwen3.yaml
@@ -0,0 +1,4 @@
+id: release:qwen3
+type: model_release
+name: Qwen3
+status: canonical
diff --git a/data/sources/claude-3.7-announcement.yaml b/data/sources/claude-3.7-announcement.yaml
new file mode 100644
index 0000000..9511a97
--- /dev/null
+++ b/data/sources/claude-3.7-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:claude-3.7-announcement
+type: source
+title: 'Claude 3.7 Sonnet and Claude Code'
+source_type: official_announcement
+url: https://www.anthropic.com/news/claude-3-7-sonnet
+publisher: Anthropic
+published_at: '2025-02-24'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/claude-4-announcement.yaml b/data/sources/claude-4-announcement.yaml
new file mode 100644
index 0000000..ccc7ee5
--- /dev/null
+++ b/data/sources/claude-4-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:claude-4-announcement
+type: source
+title: 'Introducing Claude 4'
+source_type: official_announcement
+url: https://www.anthropic.com/news/claude-4
+publisher: Anthropic
+published_at: '2025-05-22'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/claude-sonnet-4.5-announcement.yaml b/data/sources/claude-sonnet-4.5-announcement.yaml
new file mode 100644
index 0000000..46c5ea9
--- /dev/null
+++ b/data/sources/claude-sonnet-4.5-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:claude-sonnet-4.5-announcement
+type: source
+title: 'Introducing Claude Sonnet 4.5'
+source_type: official_announcement
+url: https://www.anthropic.com/news/claude-sonnet-4-5
+publisher: Anthropic
+published_at: '2025-09-29'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/deepseek-r1-release.yaml b/data/sources/deepseek-r1-release.yaml
new file mode 100644
index 0000000..81d3577
--- /dev/null
+++ b/data/sources/deepseek-r1-release.yaml
@@ -0,0 +1,8 @@
+id: source:deepseek-r1-release
+type: source
+title: 'DeepSeek-R1 Release'
+source_type: official_announcement
+url: https://deepseek.com/en/news/deepseek-r1/
+publisher: DeepSeek
+published_at: '2025-01-20'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/gemini-2.5-announcement.yaml b/data/sources/gemini-2.5-announcement.yaml
new file mode 100644
index 0000000..b658de6
--- /dev/null
+++ b/data/sources/gemini-2.5-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:gemini-2.5-announcement
+type: source
+title: 'Gemini 2.5: Our most intelligent AI model'
+source_type: official_announcement
+url: https://blog.google/innovation-and-ai/models-and-research/google-deepmind/gemini-model-thinking-updates-march-2025/
+publisher: Google
+published_at: '2025-03-25'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/gemini-2.5-ga.yaml b/data/sources/gemini-2.5-ga.yaml
new file mode 100644
index 0000000..f08ef55
--- /dev/null
+++ b/data/sources/gemini-2.5-ga.yaml
@@ -0,0 +1,8 @@
+id: source:gemini-2.5-ga
+type: source
+title: 'We’re expanding our Gemini 2.5 family of models'
+source_type: official_announcement
+url: https://blog.google/products-and-platforms/products/gemini/gemini-2-5-model-family-expands/
+publisher: Google
+published_at: '2025-06-17'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/gemini-3-announcement.yaml b/data/sources/gemini-3-announcement.yaml
new file mode 100644
index 0000000..cd8a3c7
--- /dev/null
+++ b/data/sources/gemini-3-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:gemini-3-announcement
+type: source
+title: 'A new era of intelligence with Gemini 3'
+source_type: official_announcement
+url: https://blog.google/products-and-platforms/products/gemini/gemini-3/
+publisher: Google
+published_at: '2025-11-18'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/gpt-5-announcement.yaml b/data/sources/gpt-5-announcement.yaml
new file mode 100644
index 0000000..41622e6
--- /dev/null
+++ b/data/sources/gpt-5-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:gpt-5-announcement
+type: source
+title: 'Introducing GPT-5'
+source_type: official_announcement
+url: https://openai.com/index/introducing-gpt-5/
+publisher: OpenAI
+published_at: '2025-08-07'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/gpt-5.1-system-card.yaml b/data/sources/gpt-5.1-system-card.yaml
new file mode 100644
index 0000000..06bb566
--- /dev/null
+++ b/data/sources/gpt-5.1-system-card.yaml
@@ -0,0 +1,8 @@
+id: source:gpt-5.1-system-card
+type: source
+title: 'GPT-5.1 Instant and GPT-5.1 Thinking System Card Addendum'
+source_type: model_card
+url: https://openai.com/index/gpt-5-system-card-addendum-gpt-5-1/
+publisher: OpenAI
+published_at: '2025-11-12'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/gpt-oss-announcement.yaml b/data/sources/gpt-oss-announcement.yaml
new file mode 100644
index 0000000..ee6f819
--- /dev/null
+++ b/data/sources/gpt-oss-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:gpt-oss-announcement
+type: source
+title: 'Introducing gpt-oss'
+source_type: official_announcement
+url: https://openai.com/index/introducing-gpt-oss/
+publisher: OpenAI
+published_at: '2025-08-05'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/llama-4-announcement.yaml b/data/sources/llama-4-announcement.yaml
new file mode 100644
index 0000000..059e8cc
--- /dev/null
+++ b/data/sources/llama-4-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:llama-4-announcement
+type: source
+title: 'The Llama 4 herd: The beginning of a new era of natively multimodal AI innovation'
+source_type: official_announcement
+url: https://ai.meta.com/blog/llama-4-multimodal-intelligence/
+publisher: Meta
+published_at: '2025-04-05'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/o3-mini-announcement.yaml b/data/sources/o3-mini-announcement.yaml
new file mode 100644
index 0000000..013e427
--- /dev/null
+++ b/data/sources/o3-mini-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:o3-mini-announcement
+type: source
+title: 'OpenAI o3-mini'
+source_type: official_announcement
+url: https://openai.com/index/openai-o3-mini/
+publisher: OpenAI
+published_at: '2025-01-31'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/o3-o4-mini-announcement.yaml b/data/sources/o3-o4-mini-announcement.yaml
new file mode 100644
index 0000000..0d6e479
--- /dev/null
+++ b/data/sources/o3-o4-mini-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:o3-o4-mini-announcement
+type: source
+title: 'Introducing OpenAI o3 and o4-mini'
+source_type: official_announcement
+url: https://openai.com/index/introducing-o3-and-o4-mini/
+publisher: OpenAI
+published_at: '2025-04-16'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/sources/qwen3-announcement.yaml b/data/sources/qwen3-announcement.yaml
new file mode 100644
index 0000000..fe8f14a
--- /dev/null
+++ b/data/sources/qwen3-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:qwen3-announcement
+type: source
+title: 'Qwen3: Think Deeper, Act Faster'
+source_type: official_announcement
+url: https://qwenlm.github.io/blog/qwen3/
+publisher: Qwen Team
+published_at: '2025-04-29'
+retrieved_at: '2026-09-29T08:40:00Z'
diff --git a/data/techniques/adaptive-reasoning-routing.yaml b/data/techniques/adaptive-reasoning-routing.yaml
new file mode 100644
index 0000000..2532ca9
--- /dev/null
+++ b/data/techniques/adaptive-reasoning-routing.yaml
@@ -0,0 +1,5 @@
+id: technique:adaptive-reasoning-routing
+type: technique
+name: Adaptive Reasoning Routing
+status: canonical
+description: Dynamic selection or allocation of fast-response versus deeper-reasoning computation according to task complexity, tool needs, or explicit user intent.
diff --git a/data/techniques/agentic-tool-use.yaml b/data/techniques/agentic-tool-use.yaml
new file mode 100644
index 0000000..38e8858
--- /dev/null
+++ b/data/techniques/agentic-tool-use.yaml
@@ -0,0 +1,5 @@
+id: technique:agentic-tool-use
+type: technique
+name: Agentic Tool Use
+status: canonical
+description: Reasoning that selects, sequences, and adapts tool calls as part of solving a multi-step task rather than treating tools as isolated post-processing actions.
diff --git a/data/techniques/hybrid-reasoning.yaml b/data/techniques/hybrid-reasoning.yaml
new file mode 100644
index 0000000..e08ff1a
--- /dev/null
+++ b/data/techniques/hybrid-reasoning.yaml
@@ -0,0 +1,5 @@
+id: technique:hybrid-reasoning
+type: technique
+name: Hybrid Reasoning
+status: canonical
+description: A model-level inference design that supports both rapid direct responses and extended reasoning within the same model family or model interface.

From bd3ba4580a425303ceeee2ab56bf4e6ace56f727 Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 11:55:54 +0300
Subject: [PATCH 02/13] Quote Qwen3 evidence locators

---
 data/claims/qwen3-uses-hybrid-reasoning.yaml                 | 2 +-
 data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/data/claims/qwen3-uses-hybrid-reasoning.yaml b/data/claims/qwen3-uses-hybrid-reasoning.yaml
index ce9a15b..69910b6 100644
--- a/data/claims/qwen3-uses-hybrid-reasoning.yaml
+++ b/data/claims/qwen3-uses-hybrid-reasoning.yaml
@@ -6,4 +6,4 @@ object: technique:hybrid-reasoning
 status: confirmed_primary
 evidence:
   - source: source:qwen3-announcement
-    locator: Key Features: Hybrid Thinking Modes
+    locator: 'Key Features: Hybrid Thinking Modes'
diff --git a/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml b/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml
index 295532e..bfff643 100644
--- a/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml
+++ b/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml
@@ -6,4 +6,4 @@ object: technique:reasoning-reinforcement-learning
 status: confirmed_primary
 evidence:
   - source: source:qwen3-announcement
-    locator: Key Features: four-stage training pipeline
+    locator: 'Key Features: four-stage training pipeline'

From f83a9d0ea9140daad6f88c38080850af87469567 Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 11:58:58 +0300
Subject: [PATCH 03/13] Narrow Llama 4 distillation attribution

---
 data/claims/llama-4-uses-knowledge-distillation.yaml     | 9 ---------
 .../llama-4-uses-knowledge-distillation.yaml             | 7 -------
 2 files changed, 16 deletions(-)
 delete mode 100644 data/claims/llama-4-uses-knowledge-distillation.yaml
 delete mode 100644 data/relationships/llama-4-uses-knowledge-distillation.yaml

diff --git a/data/claims/llama-4-uses-knowledge-distillation.yaml b/data/claims/llama-4-uses-knowledge-distillation.yaml
deleted file mode 100644
index f99dfdb..0000000
--- a/data/claims/llama-4-uses-knowledge-distillation.yaml
+++ /dev/null
@@ -1,9 +0,0 @@
-id: claim:llama-4-uses-knowledge-distillation
-type: claim
-subject: release:llama-4
-predicate: uses_technique
-object: technique:knowledge-distillation
-status: confirmed_primary
-evidence:
-  - source: source:llama-4-announcement
-    locator: takeaways and Pre-training
diff --git a/data/relationships/llama-4-uses-knowledge-distillation.yaml b/data/relationships/llama-4-uses-knowledge-distillation.yaml
deleted file mode 100644
index 53ca0a7..0000000
--- a/data/relationships/llama-4-uses-knowledge-distillation.yaml
+++ /dev/null
@@ -1,7 +0,0 @@
-id: relationship:llama-4-uses-knowledge-distillation
-type: relationship
-subject: release:llama-4
-predicate: uses_technique
-object: technique:knowledge-distillation
-claim_refs:
-  - claim:llama-4-uses-knowledge-distillation

From e58b63f1cb0d9275d771f8786a9c597c19cd2d3e Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 12:03:42 +0300
Subject: [PATCH 04/13] Separate product routing and unify o-series lineage

---
 ...-5-unified-system-uses-adaptive-reasoning-routing.yaml} | 4 ++--
 data/claims/o1-preview-release-of-o1.yaml                  | 2 +-
 data/families/o1.yaml                                      | 4 ----
 data/products/gpt-5-unified-system.yaml                    | 4 ++++
 ...t-5-unified-system-uses-adaptive-reasoning-routing.yaml | 7 +++++++
 .../gpt-5-uses-adaptive-reasoning-routing.yaml             | 7 -------
 data/relationships/o1-preview-release-of-o1.yaml           | 2 +-
 7 files changed, 15 insertions(+), 15 deletions(-)
 rename data/claims/{gpt-5-uses-adaptive-reasoning-routing.yaml => gpt-5-unified-system-uses-adaptive-reasoning-routing.yaml} (65%)
 delete mode 100644 data/families/o1.yaml
 create mode 100644 data/products/gpt-5-unified-system.yaml
 create mode 100644 data/relationships/gpt-5-unified-system-uses-adaptive-reasoning-routing.yaml
 delete mode 100644 data/relationships/gpt-5-uses-adaptive-reasoning-routing.yaml

diff --git a/data/claims/gpt-5-uses-adaptive-reasoning-routing.yaml b/data/claims/gpt-5-unified-system-uses-adaptive-reasoning-routing.yaml
similarity index 65%
rename from data/claims/gpt-5-uses-adaptive-reasoning-routing.yaml
rename to data/claims/gpt-5-unified-system-uses-adaptive-reasoning-routing.yaml
index 942a6a7..73a651d 100644
--- a/data/claims/gpt-5-uses-adaptive-reasoning-routing.yaml
+++ b/data/claims/gpt-5-unified-system-uses-adaptive-reasoning-routing.yaml
@@ -1,6 +1,6 @@
-id: claim:gpt-5-uses-adaptive-reasoning-routing
+id: claim:gpt-5-unified-system-uses-adaptive-reasoning-routing
 type: claim
-subject: release:gpt-5
+subject: product:gpt-5-unified-system
 predicate: uses_technique
 object: technique:adaptive-reasoning-routing
 status: confirmed_primary
diff --git a/data/claims/o1-preview-release-of-o1.yaml b/data/claims/o1-preview-release-of-o1.yaml
index ccfa3a6..f2ece17 100644
--- a/data/claims/o1-preview-release-of-o1.yaml
+++ b/data/claims/o1-preview-release-of-o1.yaml
@@ -2,7 +2,7 @@ id: claim:o1-preview-release-of-o1
 type: claim
 subject: release:o1-preview
 predicate: release_of
-object: family:o1
+object: family:o-series
 status: confirmed_primary
 evidence:
   - source: source:o1-reasoning-release
diff --git a/data/families/o1.yaml b/data/families/o1.yaml
deleted file mode 100644
index 56d213b..0000000
--- a/data/families/o1.yaml
+++ /dev/null
@@ -1,4 +0,0 @@
-id: family:o1
-type: model_family
-name: OpenAI o1
-status: canonical
diff --git a/data/products/gpt-5-unified-system.yaml b/data/products/gpt-5-unified-system.yaml
new file mode 100644
index 0000000..6f53df2
--- /dev/null
+++ b/data/products/gpt-5-unified-system.yaml
@@ -0,0 +1,4 @@
+id: product:gpt-5-unified-system
+type: product_system
+name: GPT-5 Unified System
+status: canonical
diff --git a/data/relationships/gpt-5-unified-system-uses-adaptive-reasoning-routing.yaml b/data/relationships/gpt-5-unified-system-uses-adaptive-reasoning-routing.yaml
new file mode 100644
index 0000000..072c4d4
--- /dev/null
+++ b/data/relationships/gpt-5-unified-system-uses-adaptive-reasoning-routing.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-5-unified-system-uses-adaptive-reasoning-routing
+type: relationship
+subject: product:gpt-5-unified-system
+predicate: uses_technique
+object: technique:adaptive-reasoning-routing
+claim_refs:
+  - claim:gpt-5-unified-system-uses-adaptive-reasoning-routing
diff --git a/data/relationships/gpt-5-uses-adaptive-reasoning-routing.yaml b/data/relationships/gpt-5-uses-adaptive-reasoning-routing.yaml
deleted file mode 100644
index 4cc4c7e..0000000
--- a/data/relationships/gpt-5-uses-adaptive-reasoning-routing.yaml
+++ /dev/null
@@ -1,7 +0,0 @@
-id: relationship:gpt-5-uses-adaptive-reasoning-routing
-type: relationship
-subject: release:gpt-5
-predicate: uses_technique
-object: technique:adaptive-reasoning-routing
-claim_refs:
-  - claim:gpt-5-uses-adaptive-reasoning-routing
diff --git a/data/relationships/o1-preview-release-of-o1.yaml b/data/relationships/o1-preview-release-of-o1.yaml
index 6b0c9b0..f2a5667 100644
--- a/data/relationships/o1-preview-release-of-o1.yaml
+++ b/data/relationships/o1-preview-release-of-o1.yaml
@@ -2,6 +2,6 @@ id: relationship:o1-preview-release-of-o1
 type: relationship
 subject: release:o1-preview
 predicate: release_of
-object: family:o1
+object: family:o-series
 claim_refs:
   - claim:o1-preview-release-of-o1

From b64364bdce7f5606cfcb571278aa870a368f88f7 Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 12:07:13 +0300
Subject: [PATCH 05/13] Scope Qwen3 reasoning to post-trained variants

---
 data/claims/qwen3-post-trained-variant-of-release.yaml   | 9 +++++++++
 data/claims/qwen3-uses-hybrid-reasoning.yaml             | 2 +-
 .../qwen3-uses-reasoning-reinforcement-learning.yaml     | 2 +-
 .../qwen3-post-trained-variant-of-release.yaml           | 7 +++++++
 data/relationships/qwen3-uses-hybrid-reasoning.yaml      | 2 +-
 .../qwen3-uses-reasoning-reinforcement-learning.yaml     | 2 +-
 data/variants/qwen3-post-trained.yaml                    | 4 ++++
 7 files changed, 24 insertions(+), 4 deletions(-)
 create mode 100644 data/claims/qwen3-post-trained-variant-of-release.yaml
 create mode 100644 data/relationships/qwen3-post-trained-variant-of-release.yaml
 create mode 100644 data/variants/qwen3-post-trained.yaml

diff --git a/data/claims/qwen3-post-trained-variant-of-release.yaml b/data/claims/qwen3-post-trained-variant-of-release.yaml
new file mode 100644
index 0000000..ba2ada0
--- /dev/null
+++ b/data/claims/qwen3-post-trained-variant-of-release.yaml
@@ -0,0 +1,9 @@
+id: claim:qwen3-post-trained-variant-of-release
+type: claim
+subject: variant:qwen3-post-trained
+predicate: variant_of
+object: release:qwen3
+status: confirmed_primary
+evidence:
+  - source: source:qwen3-announcement
+    locator: open-weight Base and post-trained model lineup
diff --git a/data/claims/qwen3-uses-hybrid-reasoning.yaml b/data/claims/qwen3-uses-hybrid-reasoning.yaml
index 69910b6..1391acd 100644
--- a/data/claims/qwen3-uses-hybrid-reasoning.yaml
+++ b/data/claims/qwen3-uses-hybrid-reasoning.yaml
@@ -1,6 +1,6 @@
 id: claim:qwen3-uses-hybrid-reasoning
 type: claim
-subject: release:qwen3
+subject: variant:qwen3-post-trained
 predicate: uses_technique
 object: technique:hybrid-reasoning
 status: confirmed_primary
diff --git a/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml b/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml
index bfff643..0fa6d8f 100644
--- a/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml
+++ b/data/claims/qwen3-uses-reasoning-reinforcement-learning.yaml
@@ -1,6 +1,6 @@
 id: claim:qwen3-uses-reasoning-reinforcement-learning
 type: claim
-subject: release:qwen3
+subject: variant:qwen3-post-trained
 predicate: uses_technique
 object: technique:reasoning-reinforcement-learning
 status: confirmed_primary
diff --git a/data/relationships/qwen3-post-trained-variant-of-release.yaml b/data/relationships/qwen3-post-trained-variant-of-release.yaml
new file mode 100644
index 0000000..380fa90
--- /dev/null
+++ b/data/relationships/qwen3-post-trained-variant-of-release.yaml
@@ -0,0 +1,7 @@
+id: relationship:qwen3-post-trained-variant-of-release
+type: relationship
+subject: variant:qwen3-post-trained
+predicate: variant_of
+object: release:qwen3
+claim_refs:
+  - claim:qwen3-post-trained-variant-of-release
diff --git a/data/relationships/qwen3-uses-hybrid-reasoning.yaml b/data/relationships/qwen3-uses-hybrid-reasoning.yaml
index 3eadd7b..2b0f8ba 100644
--- a/data/relationships/qwen3-uses-hybrid-reasoning.yaml
+++ b/data/relationships/qwen3-uses-hybrid-reasoning.yaml
@@ -1,6 +1,6 @@
 id: relationship:qwen3-uses-hybrid-reasoning
 type: relationship
-subject: release:qwen3
+subject: variant:qwen3-post-trained
 predicate: uses_technique
 object: technique:hybrid-reasoning
 claim_refs:
diff --git a/data/relationships/qwen3-uses-reasoning-reinforcement-learning.yaml b/data/relationships/qwen3-uses-reasoning-reinforcement-learning.yaml
index f2ca8bb..150ca95 100644
--- a/data/relationships/qwen3-uses-reasoning-reinforcement-learning.yaml
+++ b/data/relationships/qwen3-uses-reasoning-reinforcement-learning.yaml
@@ -1,6 +1,6 @@
 id: relationship:qwen3-uses-reasoning-reinforcement-learning
 type: relationship
-subject: release:qwen3
+subject: variant:qwen3-post-trained
 predicate: uses_technique
 object: technique:reasoning-reinforcement-learning
 claim_refs:
diff --git a/data/variants/qwen3-post-trained.yaml b/data/variants/qwen3-post-trained.yaml
new file mode 100644
index 0000000..fd6fa34
--- /dev/null
+++ b/data/variants/qwen3-post-trained.yaml
@@ -0,0 +1,4 @@
+id: variant:qwen3-post-trained
+type: model_variant
+name: Qwen3 Post-Trained Models
+status: canonical

From 7eef348fb7e1a99315014c9184303beff4a2a191 Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 12:09:32 +0300
Subject: [PATCH 06/13] Narrow Gemini and GPT-5.1 reasoning scope

---
 data/claims/gemini-2.5-pro-uses-hybrid-reasoning.yaml    | 9 ---------
 data/claims/gpt-5.1-instant-variant-of-release.yaml      | 9 +++++++++
 data/claims/gpt-5.1-uses-adaptive-reasoning-routing.yaml | 2 +-
 .../gemini-2.5-pro-uses-hybrid-reasoning.yaml            | 7 -------
 .../gpt-5.1-instant-variant-of-release.yaml              | 7 +++++++
 .../gpt-5.1-uses-adaptive-reasoning-routing.yaml         | 2 +-
 data/variants/gpt-5.1-instant.yaml                       | 4 ++++
 7 files changed, 22 insertions(+), 18 deletions(-)
 delete mode 100644 data/claims/gemini-2.5-pro-uses-hybrid-reasoning.yaml
 create mode 100644 data/claims/gpt-5.1-instant-variant-of-release.yaml
 delete mode 100644 data/relationships/gemini-2.5-pro-uses-hybrid-reasoning.yaml
 create mode 100644 data/relationships/gpt-5.1-instant-variant-of-release.yaml
 create mode 100644 data/variants/gpt-5.1-instant.yaml

diff --git a/data/claims/gemini-2.5-pro-uses-hybrid-reasoning.yaml b/data/claims/gemini-2.5-pro-uses-hybrid-reasoning.yaml
deleted file mode 100644
index 7399992..0000000
--- a/data/claims/gemini-2.5-pro-uses-hybrid-reasoning.yaml
+++ /dev/null
@@ -1,9 +0,0 @@
-id: claim:gemini-2.5-pro-uses-hybrid-reasoning
-type: claim
-subject: release:gemini-2.5-pro
-predicate: uses_technique
-object: technique:hybrid-reasoning
-status: confirmed_primary
-evidence:
-  - source: source:gemini-2.5-ga
-    locator: opening summary
diff --git a/data/claims/gpt-5.1-instant-variant-of-release.yaml b/data/claims/gpt-5.1-instant-variant-of-release.yaml
new file mode 100644
index 0000000..11236c0
--- /dev/null
+++ b/data/claims/gpt-5.1-instant-variant-of-release.yaml
@@ -0,0 +1,9 @@
+id: claim:gpt-5.1-instant-variant-of-release
+type: claim
+subject: variant:gpt-5.1-instant
+predicate: variant_of
+object: release:gpt-5.1
+status: confirmed_primary
+evidence:
+  - source: source:gpt-5.1-system-card
+    locator: Introduction
diff --git a/data/claims/gpt-5.1-uses-adaptive-reasoning-routing.yaml b/data/claims/gpt-5.1-uses-adaptive-reasoning-routing.yaml
index ff1f6bc..9708f0c 100644
--- a/data/claims/gpt-5.1-uses-adaptive-reasoning-routing.yaml
+++ b/data/claims/gpt-5.1-uses-adaptive-reasoning-routing.yaml
@@ -1,6 +1,6 @@
 id: claim:gpt-5.1-uses-adaptive-reasoning-routing
 type: claim
-subject: release:gpt-5.1
+subject: variant:gpt-5.1-instant
 predicate: uses_technique
 object: technique:adaptive-reasoning-routing
 status: confirmed_primary
diff --git a/data/relationships/gemini-2.5-pro-uses-hybrid-reasoning.yaml b/data/relationships/gemini-2.5-pro-uses-hybrid-reasoning.yaml
deleted file mode 100644
index fe1f9ca..0000000
--- a/data/relationships/gemini-2.5-pro-uses-hybrid-reasoning.yaml
+++ /dev/null
@@ -1,7 +0,0 @@
-id: relationship:gemini-2.5-pro-uses-hybrid-reasoning
-type: relationship
-subject: release:gemini-2.5-pro
-predicate: uses_technique
-object: technique:hybrid-reasoning
-claim_refs:
-  - claim:gemini-2.5-pro-uses-hybrid-reasoning
diff --git a/data/relationships/gpt-5.1-instant-variant-of-release.yaml b/data/relationships/gpt-5.1-instant-variant-of-release.yaml
new file mode 100644
index 0000000..44c3584
--- /dev/null
+++ b/data/relationships/gpt-5.1-instant-variant-of-release.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-5.1-instant-variant-of-release
+type: relationship
+subject: variant:gpt-5.1-instant
+predicate: variant_of
+object: release:gpt-5.1
+claim_refs:
+  - claim:gpt-5.1-instant-variant-of-release
diff --git a/data/relationships/gpt-5.1-uses-adaptive-reasoning-routing.yaml b/data/relationships/gpt-5.1-uses-adaptive-reasoning-routing.yaml
index 7bbaa98..b11800f 100644
--- a/data/relationships/gpt-5.1-uses-adaptive-reasoning-routing.yaml
+++ b/data/relationships/gpt-5.1-uses-adaptive-reasoning-routing.yaml
@@ -1,6 +1,6 @@
 id: relationship:gpt-5.1-uses-adaptive-reasoning-routing
 type: relationship
-subject: release:gpt-5.1
+subject: variant:gpt-5.1-instant
 predicate: uses_technique
 object: technique:adaptive-reasoning-routing
 claim_refs:
diff --git a/data/variants/gpt-5.1-instant.yaml b/data/variants/gpt-5.1-instant.yaml
new file mode 100644
index 0000000..c7c1e68
--- /dev/null
+++ b/data/variants/gpt-5.1-instant.yaml
@@ -0,0 +1,4 @@
+id: variant:gpt-5.1-instant
+type: model_variant
+name: GPT-5.1 Instant
+status: canonical

From e9a1dffb58b42089632bfb9886d9ad5ecf86efd7 Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 12:41:41 +0300
Subject: [PATCH 07/13] Harden DeepSeek-R1 primary source

---
 data/claims/deepseek-r1-release-of-family.yaml            | 2 +-
 ...deepseek-r1-uses-reasoning-reinforcement-learning.yaml | 2 +-
 data/sources/deepseek-r1-release.yaml                     | 8 ++++----
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/data/claims/deepseek-r1-release-of-family.yaml b/data/claims/deepseek-r1-release-of-family.yaml
index d6b9da2..bfef0b7 100644
--- a/data/claims/deepseek-r1-release-of-family.yaml
+++ b/data/claims/deepseek-r1-release-of-family.yaml
@@ -6,4 +6,4 @@ object: family:deepseek
 status: confirmed_primary
 evidence:
   - source: source:deepseek-r1-release
-    locator: announcement introduction
+    locator: README.md §1 Introduction
diff --git a/data/claims/deepseek-r1-uses-reasoning-reinforcement-learning.yaml b/data/claims/deepseek-r1-uses-reasoning-reinforcement-learning.yaml
index f91ca99..7617785 100644
--- a/data/claims/deepseek-r1-uses-reasoning-reinforcement-learning.yaml
+++ b/data/claims/deepseek-r1-uses-reasoning-reinforcement-learning.yaml
@@ -6,4 +6,4 @@ object: technique:reasoning-reinforcement-learning
 status: confirmed_primary
 evidence:
   - source: source:deepseek-r1-release
-    locator: Technical Highlights
+    locator: README.md §2 Model Summary — Post-Training
diff --git a/data/sources/deepseek-r1-release.yaml b/data/sources/deepseek-r1-release.yaml
index 81d3577..5bb410e 100644
--- a/data/sources/deepseek-r1-release.yaml
+++ b/data/sources/deepseek-r1-release.yaml
@@ -1,8 +1,8 @@
 id: source:deepseek-r1-release
 type: source
-title: 'DeepSeek-R1 Release'
-source_type: official_announcement
-url: https://deepseek.com/en/news/deepseek-r1/
+title: 'DeepSeek-R1 official repository'
+source_type: official_repository
+url: https://github.com/deepseek-ai/DeepSeek-R1
 publisher: DeepSeek
 published_at: '2025-01-20'
-retrieved_at: '2026-09-29T08:40:00Z'
+retrieved_at: '2026-09-29T09:37:00Z'

From 8f123068ab370e5a2e64995a7d552b4718082099 Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 12:47:23 +0300
Subject: [PATCH 08/13] Carry full o1 release into o-series lineage

---
 data/claims/o1-release-of-o1.yaml        | 9 +++++++++
 data/events/2024-12-05-o1-released.yaml  | 8 ++++++++
 data/relationships/o1-release-of-o1.yaml | 7 +++++++
 data/releases/o1.yaml                    | 4 ++++
 data/sources/o1-system-card.yaml         | 8 ++++++++
 5 files changed, 36 insertions(+)
 create mode 100644 data/claims/o1-release-of-o1.yaml
 create mode 100644 data/events/2024-12-05-o1-released.yaml
 create mode 100644 data/relationships/o1-release-of-o1.yaml
 create mode 100644 data/releases/o1.yaml
 create mode 100644 data/sources/o1-system-card.yaml

diff --git a/data/claims/o1-release-of-o1.yaml b/data/claims/o1-release-of-o1.yaml
new file mode 100644
index 0000000..c9fe9d1
--- /dev/null
+++ b/data/claims/o1-release-of-o1.yaml
@@ -0,0 +1,9 @@
+id: claim:o1-release-of-o1
+type: claim
+subject: release:o1
+predicate: release_of
+object: family:o-series
+status: confirmed_primary
+evidence:
+  - source: source:o1-system-card
+    locator: Introduction and o1-dec5-release checkpoint
diff --git a/data/events/2024-12-05-o1-released.yaml b/data/events/2024-12-05-o1-released.yaml
new file mode 100644
index 0000000..813078f
--- /dev/null
+++ b/data/events/2024-12-05-o1-released.yaml
@@ -0,0 +1,8 @@
+id: event:2024-12-05-o1-released
+type: event
+name: OpenAI o1 released
+event_type: model_announced
+subject: release:o1
+occurred_at: '2024-12-05'
+evidence:
+  - source:o1-system-card
diff --git a/data/relationships/o1-release-of-o1.yaml b/data/relationships/o1-release-of-o1.yaml
new file mode 100644
index 0000000..a897bfa
--- /dev/null
+++ b/data/relationships/o1-release-of-o1.yaml
@@ -0,0 +1,7 @@
+id: relationship:o1-release-of-o1
+type: relationship
+subject: release:o1
+predicate: release_of
+object: family:o-series
+claim_refs:
+  - claim:o1-release-of-o1
diff --git a/data/releases/o1.yaml b/data/releases/o1.yaml
new file mode 100644
index 0000000..c6b3bbb
--- /dev/null
+++ b/data/releases/o1.yaml
@@ -0,0 +1,4 @@
+id: release:o1
+type: model_release
+name: OpenAI o1
+status: canonical
diff --git a/data/sources/o1-system-card.yaml b/data/sources/o1-system-card.yaml
new file mode 100644
index 0000000..ab13d2e
--- /dev/null
+++ b/data/sources/o1-system-card.yaml
@@ -0,0 +1,8 @@
+id: source:o1-system-card
+type: source
+title: 'OpenAI o1 System Card'
+source_type: model_card
+url: https://openai.com/index/openai-o1-system-card/
+publisher: OpenAI
+published_at: '2024-12-05'
+retrieved_at: '2026-09-29T09:45:00Z'

From e6b103fdce8deb299630af9111c2bdea3eaa3a56 Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 12:50:49 +0300
Subject: [PATCH 09/13] Pin DeepSeek-R1 evidence snapshot

---
 data/sources/deepseek-r1-release.yaml | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/data/sources/deepseek-r1-release.yaml b/data/sources/deepseek-r1-release.yaml
index 5bb410e..05ce391 100644
--- a/data/sources/deepseek-r1-release.yaml
+++ b/data/sources/deepseek-r1-release.yaml
@@ -1,8 +1,9 @@
 id: source:deepseek-r1-release
 type: source
-title: 'DeepSeek-R1 official repository'
+title: 'DeepSeek-R1 official repository snapshot'
 source_type: official_repository
-url: https://github.com/deepseek-ai/DeepSeek-R1
+url: https://github.com/deepseek-ai/DeepSeek-R1/blob/f7fdff6b839fdb5f9cbdc2696a01d46dee548d32/README.md
 publisher: DeepSeek
 published_at: '2025-01-20'
-retrieved_at: '2026-09-29T09:37:00Z'
+version: f7fdff6b839fdb5f9cbdc2696a01d46dee548d32
+retrieved_at: '2026-09-29T09:50:00Z'

From 3603e91c1a3d81a93f2405fafabde5213441d1bf Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 12:54:18 +0300
Subject: [PATCH 10/13] Carry o1 publisher edge into 2025 stack

---
 data/claims/o1-published-by-openai.yaml        | 9 +++++++++
 data/relationships/o1-published-by-openai.yaml | 7 +++++++
 2 files changed, 16 insertions(+)
 create mode 100644 data/claims/o1-published-by-openai.yaml
 create mode 100644 data/relationships/o1-published-by-openai.yaml

diff --git a/data/claims/o1-published-by-openai.yaml b/data/claims/o1-published-by-openai.yaml
new file mode 100644
index 0000000..3b9bd80
--- /dev/null
+++ b/data/claims/o1-published-by-openai.yaml
@@ -0,0 +1,9 @@
+id: claim:o1-published-by-openai
+type: claim
+subject: release:o1
+predicate: published_by
+object: org:openai
+status: confirmed_primary
+evidence:
+  - source: source:o1-system-card
+    locator: Authors and OpenAI o1 System Card
diff --git a/data/relationships/o1-published-by-openai.yaml b/data/relationships/o1-published-by-openai.yaml
new file mode 100644
index 0000000..4769036
--- /dev/null
+++ b/data/relationships/o1-published-by-openai.yaml
@@ -0,0 +1,7 @@
+id: relationship:o1-published-by-openai
+type: relationship
+subject: release:o1
+predicate: published_by
+object: org:openai
+claim_refs:
+  - claim:o1-published-by-openai

From b0e986c9bf6cace9555add6619a9c4e686976587 Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 13:01:18 +0300
Subject: [PATCH 11/13] Carry full o1 reasoning RL edge into 2025 stack

---
 .../claims/o1-uses-reasoning-reinforcement-learning.yaml | 9 +++++++++
 .../o1-uses-reasoning-reinforcement-learning.yaml        | 7 +++++++
 2 files changed, 16 insertions(+)
 create mode 100644 data/claims/o1-uses-reasoning-reinforcement-learning.yaml
 create mode 100644 data/relationships/o1-uses-reasoning-reinforcement-learning.yaml

diff --git a/data/claims/o1-uses-reasoning-reinforcement-learning.yaml b/data/claims/o1-uses-reasoning-reinforcement-learning.yaml
new file mode 100644
index 0000000..8af97f2
--- /dev/null
+++ b/data/claims/o1-uses-reasoning-reinforcement-learning.yaml
@@ -0,0 +1,9 @@
+id: claim:o1-uses-reasoning-reinforcement-learning
+type: claim
+subject: release:o1
+predicate: uses_technique
+object: technique:reasoning-reinforcement-learning
+status: confirmed_primary
+evidence:
+  - source: source:o1-system-card
+    locator: Introduction and Model data and training
diff --git a/data/relationships/o1-uses-reasoning-reinforcement-learning.yaml b/data/relationships/o1-uses-reasoning-reinforcement-learning.yaml
new file mode 100644
index 0000000..61f1f0b
--- /dev/null
+++ b/data/relationships/o1-uses-reasoning-reinforcement-learning.yaml
@@ -0,0 +1,7 @@
+id: relationship:o1-uses-reasoning-reinforcement-learning
+type: relationship
+subject: release:o1
+predicate: uses_technique
+object: technique:reasoning-reinforcement-learning
+claim_refs:
+  - claim:o1-uses-reasoning-reinforcement-learning

From 8aa9a0e413b87f7526e5e05d0f57a0b5269e9c4a Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 13:05:32 +0300
Subject: [PATCH 12/13] Close late-2025 family continuity gaps

---
 data/claims/claude-opus-4.5-published-by-anthropic.yaml  | 9 +++++++++
 data/claims/claude-opus-4.5-release-of-family.yaml       | 9 +++++++++
 data/claims/deepseek-v3.2-exp-release-of-family.yaml     | 9 +++++++++
 ...deepseek-v3.2-exp-uses-deepseek-sparse-attention.yaml | 9 +++++++++
 data/claims/deepseek-v3.2-release-of-family.yaml         | 9 +++++++++
 .../gemini-3-flash-published-by-google-deepmind.yaml     | 9 +++++++++
 data/claims/gemini-3-flash-release-of-family.yaml        | 9 +++++++++
 data/claims/gpt-5.2-codex-variant-of-release.yaml        | 9 +++++++++
 data/claims/gpt-5.2-published-by-openai.yaml             | 9 +++++++++
 data/claims/gpt-5.2-release-of-family.yaml               | 9 +++++++++
 data/claims/mistral-3-published-by-mistral-ai.yaml       | 9 +++++++++
 data/claims/mistral-3-release-of-family.yaml             | 9 +++++++++
 data/claims/qwen3-max-published-by-alibaba-cloud.yaml    | 9 +++++++++
 data/claims/qwen3-max-release-of-family.yaml             | 9 +++++++++
 data/events/2025-09-24-qwen3-max-announced.yaml          | 8 ++++++++
 data/events/2025-09-29-deepseek-v3.2-exp-announced.yaml  | 8 ++++++++
 data/events/2025-11-24-claude-opus-4.5-announced.yaml    | 8 ++++++++
 data/events/2025-12-01-deepseek-v3.2-announced.yaml      | 8 ++++++++
 data/events/2025-12-02-mistral-3-announced.yaml          | 8 ++++++++
 data/events/2025-12-11-gpt-5.2-announced.yaml            | 8 ++++++++
 data/events/2025-12-17-gemini-3-flash-announced.yaml     | 8 ++++++++
 data/events/2025-12-18-gpt-5.2-codex-announced.yaml      | 8 ++++++++
 .../claude-opus-4.5-published-by-anthropic.yaml          | 7 +++++++
 .../relationships/claude-opus-4.5-release-of-claude.yaml | 7 +++++++
 .../deepseek-v3.2-exp-release-of-deepseek.yaml           | 7 +++++++
 ...deepseek-v3.2-exp-uses-deepseek-sparse-attention.yaml | 7 +++++++
 .../relationships/deepseek-v3.2-release-of-deepseek.yaml | 7 +++++++
 .../gemini-3-flash-published-by-google-deepmind.yaml     | 7 +++++++
 data/relationships/gemini-3-flash-release-of-gemini.yaml | 7 +++++++
 data/relationships/gpt-5.2-codex-variant-of-release.yaml | 7 +++++++
 data/relationships/gpt-5.2-published-by-openai.yaml      | 7 +++++++
 data/relationships/gpt-5.2-release-of-gpt.yaml           | 7 +++++++
 .../relationships/mistral-3-published-by-mistral-ai.yaml | 7 +++++++
 data/relationships/mistral-3-release-of-mistral.yaml     | 7 +++++++
 .../qwen3-max-published-by-alibaba-cloud.yaml            | 7 +++++++
 data/relationships/qwen3-max-release-of-qwen.yaml        | 7 +++++++
 data/releases/claude-opus-4.5.yaml                       | 4 ++++
 data/releases/deepseek-v3.2-exp.yaml                     | 4 ++++
 data/releases/deepseek-v3.2.yaml                         | 4 ++++
 data/releases/gemini-3-flash.yaml                        | 4 ++++
 data/releases/gpt-5.2.yaml                               | 4 ++++
 data/releases/mistral-3.yaml                             | 4 ++++
 data/releases/qwen3-max.yaml                             | 4 ++++
 data/sources/claude-opus-4.5-announcement.yaml           | 8 ++++++++
 data/sources/deepseek-v3.2-announcement.yaml             | 8 ++++++++
 data/sources/deepseek-v3.2-exp-announcement.yaml         | 8 ++++++++
 data/sources/gemini-3-flash-announcement.yaml            | 8 ++++++++
 data/sources/gpt-5.2-announcement.yaml                   | 8 ++++++++
 data/sources/gpt-5.2-codex-announcement.yaml             | 8 ++++++++
 data/sources/mistral-3-announcement.yaml                 | 8 ++++++++
 data/sources/qwen3-max-announcement.yaml                 | 8 ++++++++
 data/techniques/deepseek-sparse-attention.yaml           | 5 +++++
 data/variants/gpt-5.2-codex.yaml                         | 4 ++++
 53 files changed, 389 insertions(+)
 create mode 100644 data/claims/claude-opus-4.5-published-by-anthropic.yaml
 create mode 100644 data/claims/claude-opus-4.5-release-of-family.yaml
 create mode 100644 data/claims/deepseek-v3.2-exp-release-of-family.yaml
 create mode 100644 data/claims/deepseek-v3.2-exp-uses-deepseek-sparse-attention.yaml
 create mode 100644 data/claims/deepseek-v3.2-release-of-family.yaml
 create mode 100644 data/claims/gemini-3-flash-published-by-google-deepmind.yaml
 create mode 100644 data/claims/gemini-3-flash-release-of-family.yaml
 create mode 100644 data/claims/gpt-5.2-codex-variant-of-release.yaml
 create mode 100644 data/claims/gpt-5.2-published-by-openai.yaml
 create mode 100644 data/claims/gpt-5.2-release-of-family.yaml
 create mode 100644 data/claims/mistral-3-published-by-mistral-ai.yaml
 create mode 100644 data/claims/mistral-3-release-of-family.yaml
 create mode 100644 data/claims/qwen3-max-published-by-alibaba-cloud.yaml
 create mode 100644 data/claims/qwen3-max-release-of-family.yaml
 create mode 100644 data/events/2025-09-24-qwen3-max-announced.yaml
 create mode 100644 data/events/2025-09-29-deepseek-v3.2-exp-announced.yaml
 create mode 100644 data/events/2025-11-24-claude-opus-4.5-announced.yaml
 create mode 100644 data/events/2025-12-01-deepseek-v3.2-announced.yaml
 create mode 100644 data/events/2025-12-02-mistral-3-announced.yaml
 create mode 100644 data/events/2025-12-11-gpt-5.2-announced.yaml
 create mode 100644 data/events/2025-12-17-gemini-3-flash-announced.yaml
 create mode 100644 data/events/2025-12-18-gpt-5.2-codex-announced.yaml
 create mode 100644 data/relationships/claude-opus-4.5-published-by-anthropic.yaml
 create mode 100644 data/relationships/claude-opus-4.5-release-of-claude.yaml
 create mode 100644 data/relationships/deepseek-v3.2-exp-release-of-deepseek.yaml
 create mode 100644 data/relationships/deepseek-v3.2-exp-uses-deepseek-sparse-attention.yaml
 create mode 100644 data/relationships/deepseek-v3.2-release-of-deepseek.yaml
 create mode 100644 data/relationships/gemini-3-flash-published-by-google-deepmind.yaml
 create mode 100644 data/relationships/gemini-3-flash-release-of-gemini.yaml
 create mode 100644 data/relationships/gpt-5.2-codex-variant-of-release.yaml
 create mode 100644 data/relationships/gpt-5.2-published-by-openai.yaml
 create mode 100644 data/relationships/gpt-5.2-release-of-gpt.yaml
 create mode 100644 data/relationships/mistral-3-published-by-mistral-ai.yaml
 create mode 100644 data/relationships/mistral-3-release-of-mistral.yaml
 create mode 100644 data/relationships/qwen3-max-published-by-alibaba-cloud.yaml
 create mode 100644 data/relationships/qwen3-max-release-of-qwen.yaml
 create mode 100644 data/releases/claude-opus-4.5.yaml
 create mode 100644 data/releases/deepseek-v3.2-exp.yaml
 create mode 100644 data/releases/deepseek-v3.2.yaml
 create mode 100644 data/releases/gemini-3-flash.yaml
 create mode 100644 data/releases/gpt-5.2.yaml
 create mode 100644 data/releases/mistral-3.yaml
 create mode 100644 data/releases/qwen3-max.yaml
 create mode 100644 data/sources/claude-opus-4.5-announcement.yaml
 create mode 100644 data/sources/deepseek-v3.2-announcement.yaml
 create mode 100644 data/sources/deepseek-v3.2-exp-announcement.yaml
 create mode 100644 data/sources/gemini-3-flash-announcement.yaml
 create mode 100644 data/sources/gpt-5.2-announcement.yaml
 create mode 100644 data/sources/gpt-5.2-codex-announcement.yaml
 create mode 100644 data/sources/mistral-3-announcement.yaml
 create mode 100644 data/sources/qwen3-max-announcement.yaml
 create mode 100644 data/techniques/deepseek-sparse-attention.yaml
 create mode 100644 data/variants/gpt-5.2-codex.yaml

diff --git a/data/claims/claude-opus-4.5-published-by-anthropic.yaml b/data/claims/claude-opus-4.5-published-by-anthropic.yaml
new file mode 100644
index 0000000..1b509e3
--- /dev/null
+++ b/data/claims/claude-opus-4.5-published-by-anthropic.yaml
@@ -0,0 +1,9 @@
+id: claim:claude-opus-4.5-published-by-anthropic
+type: claim
+subject: release:claude-opus-4.5
+predicate: published_by
+object: org:anthropic
+status: confirmed_primary
+evidence:
+  - source: source:claude-opus-4.5-announcement
+    locator: Anthropic announcement
diff --git a/data/claims/claude-opus-4.5-release-of-family.yaml b/data/claims/claude-opus-4.5-release-of-family.yaml
new file mode 100644
index 0000000..2bb1e03
--- /dev/null
+++ b/data/claims/claude-opus-4.5-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:claude-opus-4.5-release-of-family
+type: claim
+subject: release:claude-opus-4.5
+predicate: release_of
+object: family:claude
+status: confirmed_primary
+evidence:
+  - source: source:claude-opus-4.5-announcement
+    locator: announcement opening
diff --git a/data/claims/deepseek-v3.2-exp-release-of-family.yaml b/data/claims/deepseek-v3.2-exp-release-of-family.yaml
new file mode 100644
index 0000000..ecd96bf
--- /dev/null
+++ b/data/claims/deepseek-v3.2-exp-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:deepseek-v3.2-exp-release-of-family
+type: claim
+subject: release:deepseek-v3.2-exp
+predicate: release_of
+object: family:deepseek
+status: confirmed_primary
+evidence:
+  - source: source:deepseek-v3.2-exp-announcement
+    locator: release introduction
diff --git a/data/claims/deepseek-v3.2-exp-uses-deepseek-sparse-attention.yaml b/data/claims/deepseek-v3.2-exp-uses-deepseek-sparse-attention.yaml
new file mode 100644
index 0000000..6dad29f
--- /dev/null
+++ b/data/claims/deepseek-v3.2-exp-uses-deepseek-sparse-attention.yaml
@@ -0,0 +1,9 @@
+id: claim:deepseek-v3.2-exp-uses-deepseek-sparse-attention
+type: claim
+subject: release:deepseek-v3.2-exp
+predicate: uses_technique
+object: technique:deepseek-sparse-attention
+status: confirmed_primary
+evidence:
+  - source: source:deepseek-v3.2-exp-announcement
+    locator: DeepSeek Sparse Attention section
diff --git a/data/claims/deepseek-v3.2-release-of-family.yaml b/data/claims/deepseek-v3.2-release-of-family.yaml
new file mode 100644
index 0000000..308718e
--- /dev/null
+++ b/data/claims/deepseek-v3.2-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:deepseek-v3.2-release-of-family
+type: claim
+subject: release:deepseek-v3.2
+predicate: release_of
+object: family:deepseek
+status: confirmed_primary
+evidence:
+  - source: source:deepseek-v3.2-announcement
+    locator: release opening and successor statement
diff --git a/data/claims/gemini-3-flash-published-by-google-deepmind.yaml b/data/claims/gemini-3-flash-published-by-google-deepmind.yaml
new file mode 100644
index 0000000..e2a5e20
--- /dev/null
+++ b/data/claims/gemini-3-flash-published-by-google-deepmind.yaml
@@ -0,0 +1,9 @@
+id: claim:gemini-3-flash-published-by-google-deepmind
+type: claim
+subject: release:gemini-3-flash
+predicate: published_by
+object: org:google-deepmind
+status: confirmed_primary
+evidence:
+  - source: source:gemini-3-flash-announcement
+    locator: Gemini team attribution and Google DeepMind developer availability
diff --git a/data/claims/gemini-3-flash-release-of-family.yaml b/data/claims/gemini-3-flash-release-of-family.yaml
new file mode 100644
index 0000000..182c6c7
--- /dev/null
+++ b/data/claims/gemini-3-flash-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:gemini-3-flash-release-of-family
+type: claim
+subject: release:gemini-3-flash
+predicate: release_of
+object: family:gemini
+status: confirmed_primary
+evidence:
+  - source: source:gemini-3-flash-announcement
+    locator: expanding the Gemini 3 model family
diff --git a/data/claims/gpt-5.2-codex-variant-of-release.yaml b/data/claims/gpt-5.2-codex-variant-of-release.yaml
new file mode 100644
index 0000000..6b18d47
--- /dev/null
+++ b/data/claims/gpt-5.2-codex-variant-of-release.yaml
@@ -0,0 +1,9 @@
+id: claim:gpt-5.2-codex-variant-of-release
+type: claim
+subject: variant:gpt-5.2-codex
+predicate: variant_of
+object: release:gpt-5.2
+status: confirmed_primary
+evidence:
+  - source: source:gpt-5.2-codex-announcement
+    locator: a version of GPT-5.2 optimized for agentic coding in Codex
diff --git a/data/claims/gpt-5.2-published-by-openai.yaml b/data/claims/gpt-5.2-published-by-openai.yaml
new file mode 100644
index 0000000..f94b822
--- /dev/null
+++ b/data/claims/gpt-5.2-published-by-openai.yaml
@@ -0,0 +1,9 @@
+id: claim:gpt-5.2-published-by-openai
+type: claim
+subject: release:gpt-5.2
+predicate: published_by
+object: org:openai
+status: confirmed_primary
+evidence:
+  - source: source:gpt-5.2-announcement
+    locator: OpenAI publication header
diff --git a/data/claims/gpt-5.2-release-of-family.yaml b/data/claims/gpt-5.2-release-of-family.yaml
new file mode 100644
index 0000000..37d433f
--- /dev/null
+++ b/data/claims/gpt-5.2-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:gpt-5.2-release-of-family
+type: claim
+subject: release:gpt-5.2
+predicate: release_of
+object: family:gpt
+status: confirmed_primary
+evidence:
+  - source: source:gpt-5.2-announcement
+    locator: announcement opening
diff --git a/data/claims/mistral-3-published-by-mistral-ai.yaml b/data/claims/mistral-3-published-by-mistral-ai.yaml
new file mode 100644
index 0000000..7b6dbb5
--- /dev/null
+++ b/data/claims/mistral-3-published-by-mistral-ai.yaml
@@ -0,0 +1,9 @@
+id: claim:mistral-3-published-by-mistral-ai
+type: claim
+subject: release:mistral-3
+predicate: published_by
+object: org:mistral-ai
+status: confirmed_primary
+evidence:
+  - source: source:mistral-3-announcement
+    locator: By Mistral AI
diff --git a/data/claims/mistral-3-release-of-family.yaml b/data/claims/mistral-3-release-of-family.yaml
new file mode 100644
index 0000000..15e3488
--- /dev/null
+++ b/data/claims/mistral-3-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:mistral-3-release-of-family
+type: claim
+subject: release:mistral-3
+predicate: release_of
+object: family:mistral
+status: confirmed_primary
+evidence:
+  - source: source:mistral-3-announcement
+    locator: announcement opening
diff --git a/data/claims/qwen3-max-published-by-alibaba-cloud.yaml b/data/claims/qwen3-max-published-by-alibaba-cloud.yaml
new file mode 100644
index 0000000..ef5312d
--- /dev/null
+++ b/data/claims/qwen3-max-published-by-alibaba-cloud.yaml
@@ -0,0 +1,9 @@
+id: claim:qwen3-max-published-by-alibaba-cloud
+type: claim
+subject: release:qwen3-max
+predicate: published_by
+object: org:alibaba-cloud
+status: confirmed_primary
+evidence:
+  - source: source:qwen3-max-announcement
+    locator: Qwen Team publication context and Alibaba Cloud API availability
diff --git a/data/claims/qwen3-max-release-of-family.yaml b/data/claims/qwen3-max-release-of-family.yaml
new file mode 100644
index 0000000..2ffef9b
--- /dev/null
+++ b/data/claims/qwen3-max-release-of-family.yaml
@@ -0,0 +1,9 @@
+id: claim:qwen3-max-release-of-family
+type: claim
+subject: release:qwen3-max
+predicate: release_of
+object: family:qwen
+status: confirmed_primary
+evidence:
+  - source: source:qwen3-max-announcement
+    locator: Introduction
diff --git a/data/events/2025-09-24-qwen3-max-announced.yaml b/data/events/2025-09-24-qwen3-max-announced.yaml
new file mode 100644
index 0000000..27637a2
--- /dev/null
+++ b/data/events/2025-09-24-qwen3-max-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-09-24-qwen3-max-announced
+type: event
+name: Qwen3-Max released
+event_type: model_announced
+subject: release:qwen3-max
+occurred_at: '2025-09-24'
+evidence:
+  - source:qwen3-max-announcement
diff --git a/data/events/2025-09-29-deepseek-v3.2-exp-announced.yaml b/data/events/2025-09-29-deepseek-v3.2-exp-announced.yaml
new file mode 100644
index 0000000..0f735e7
--- /dev/null
+++ b/data/events/2025-09-29-deepseek-v3.2-exp-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-09-29-deepseek-v3.2-exp-announced
+type: event
+name: DeepSeek-V3.2-Exp released
+event_type: model_announced
+subject: release:deepseek-v3.2-exp
+occurred_at: '2025-09-29'
+evidence:
+  - source:deepseek-v3.2-exp-announcement
diff --git a/data/events/2025-11-24-claude-opus-4.5-announced.yaml b/data/events/2025-11-24-claude-opus-4.5-announced.yaml
new file mode 100644
index 0000000..533d05c
--- /dev/null
+++ b/data/events/2025-11-24-claude-opus-4.5-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-11-24-claude-opus-4.5-announced
+type: event
+name: Claude Opus 4.5 released
+event_type: model_announced
+subject: release:claude-opus-4.5
+occurred_at: '2025-11-24'
+evidence:
+  - source:claude-opus-4.5-announcement
diff --git a/data/events/2025-12-01-deepseek-v3.2-announced.yaml b/data/events/2025-12-01-deepseek-v3.2-announced.yaml
new file mode 100644
index 0000000..88cd812
--- /dev/null
+++ b/data/events/2025-12-01-deepseek-v3.2-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-12-01-deepseek-v3.2-announced
+type: event
+name: DeepSeek-V3.2 released
+event_type: model_announced
+subject: release:deepseek-v3.2
+occurred_at: '2025-12-01'
+evidence:
+  - source:deepseek-v3.2-announcement
diff --git a/data/events/2025-12-02-mistral-3-announced.yaml b/data/events/2025-12-02-mistral-3-announced.yaml
new file mode 100644
index 0000000..befc667
--- /dev/null
+++ b/data/events/2025-12-02-mistral-3-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-12-02-mistral-3-announced
+type: event
+name: Mistral 3 released
+event_type: model_announced
+subject: release:mistral-3
+occurred_at: '2025-12-02'
+evidence:
+  - source:mistral-3-announcement
diff --git a/data/events/2025-12-11-gpt-5.2-announced.yaml b/data/events/2025-12-11-gpt-5.2-announced.yaml
new file mode 100644
index 0000000..f230fb0
--- /dev/null
+++ b/data/events/2025-12-11-gpt-5.2-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-12-11-gpt-5.2-announced
+type: event
+name: GPT-5.2 released
+event_type: model_announced
+subject: release:gpt-5.2
+occurred_at: '2025-12-11'
+evidence:
+  - source:gpt-5.2-announcement
diff --git a/data/events/2025-12-17-gemini-3-flash-announced.yaml b/data/events/2025-12-17-gemini-3-flash-announced.yaml
new file mode 100644
index 0000000..adb3ce7
--- /dev/null
+++ b/data/events/2025-12-17-gemini-3-flash-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-12-17-gemini-3-flash-announced
+type: event
+name: Gemini 3 Flash released
+event_type: model_announced
+subject: release:gemini-3-flash
+occurred_at: '2025-12-17'
+evidence:
+  - source:gemini-3-flash-announcement
diff --git a/data/events/2025-12-18-gpt-5.2-codex-announced.yaml b/data/events/2025-12-18-gpt-5.2-codex-announced.yaml
new file mode 100644
index 0000000..c095b86
--- /dev/null
+++ b/data/events/2025-12-18-gpt-5.2-codex-announced.yaml
@@ -0,0 +1,8 @@
+id: event:2025-12-18-gpt-5.2-codex-announced
+type: event
+name: GPT-5.2-Codex released
+event_type: model_announced
+subject: variant:gpt-5.2-codex
+occurred_at: '2025-12-18'
+evidence:
+  - source:gpt-5.2-codex-announcement
diff --git a/data/relationships/claude-opus-4.5-published-by-anthropic.yaml b/data/relationships/claude-opus-4.5-published-by-anthropic.yaml
new file mode 100644
index 0000000..dab5b07
--- /dev/null
+++ b/data/relationships/claude-opus-4.5-published-by-anthropic.yaml
@@ -0,0 +1,7 @@
+id: relationship:claude-opus-4.5-published-by-anthropic
+type: relationship
+subject: release:claude-opus-4.5
+predicate: published_by
+object: org:anthropic
+claim_refs:
+  - claim:claude-opus-4.5-published-by-anthropic
diff --git a/data/relationships/claude-opus-4.5-release-of-claude.yaml b/data/relationships/claude-opus-4.5-release-of-claude.yaml
new file mode 100644
index 0000000..796a6e1
--- /dev/null
+++ b/data/relationships/claude-opus-4.5-release-of-claude.yaml
@@ -0,0 +1,7 @@
+id: relationship:claude-opus-4.5-release-of-claude
+type: relationship
+subject: release:claude-opus-4.5
+predicate: release_of
+object: family:claude
+claim_refs:
+  - claim:claude-opus-4.5-release-of-family
diff --git a/data/relationships/deepseek-v3.2-exp-release-of-deepseek.yaml b/data/relationships/deepseek-v3.2-exp-release-of-deepseek.yaml
new file mode 100644
index 0000000..a3cd601
--- /dev/null
+++ b/data/relationships/deepseek-v3.2-exp-release-of-deepseek.yaml
@@ -0,0 +1,7 @@
+id: relationship:deepseek-v3.2-exp-release-of-deepseek
+type: relationship
+subject: release:deepseek-v3.2-exp
+predicate: release_of
+object: family:deepseek
+claim_refs:
+  - claim:deepseek-v3.2-exp-release-of-family
diff --git a/data/relationships/deepseek-v3.2-exp-uses-deepseek-sparse-attention.yaml b/data/relationships/deepseek-v3.2-exp-uses-deepseek-sparse-attention.yaml
new file mode 100644
index 0000000..9df4d84
--- /dev/null
+++ b/data/relationships/deepseek-v3.2-exp-uses-deepseek-sparse-attention.yaml
@@ -0,0 +1,7 @@
+id: relationship:deepseek-v3.2-exp-uses-deepseek-sparse-attention
+type: relationship
+subject: release:deepseek-v3.2-exp
+predicate: uses_technique
+object: technique:deepseek-sparse-attention
+claim_refs:
+  - claim:deepseek-v3.2-exp-uses-deepseek-sparse-attention
diff --git a/data/relationships/deepseek-v3.2-release-of-deepseek.yaml b/data/relationships/deepseek-v3.2-release-of-deepseek.yaml
new file mode 100644
index 0000000..05e28a0
--- /dev/null
+++ b/data/relationships/deepseek-v3.2-release-of-deepseek.yaml
@@ -0,0 +1,7 @@
+id: relationship:deepseek-v3.2-release-of-deepseek
+type: relationship
+subject: release:deepseek-v3.2
+predicate: release_of
+object: family:deepseek
+claim_refs:
+  - claim:deepseek-v3.2-release-of-family
diff --git a/data/relationships/gemini-3-flash-published-by-google-deepmind.yaml b/data/relationships/gemini-3-flash-published-by-google-deepmind.yaml
new file mode 100644
index 0000000..1390cac
--- /dev/null
+++ b/data/relationships/gemini-3-flash-published-by-google-deepmind.yaml
@@ -0,0 +1,7 @@
+id: relationship:gemini-3-flash-published-by-google-deepmind
+type: relationship
+subject: release:gemini-3-flash
+predicate: published_by
+object: org:google-deepmind
+claim_refs:
+  - claim:gemini-3-flash-published-by-google-deepmind
diff --git a/data/relationships/gemini-3-flash-release-of-gemini.yaml b/data/relationships/gemini-3-flash-release-of-gemini.yaml
new file mode 100644
index 0000000..74fb2c6
--- /dev/null
+++ b/data/relationships/gemini-3-flash-release-of-gemini.yaml
@@ -0,0 +1,7 @@
+id: relationship:gemini-3-flash-release-of-gemini
+type: relationship
+subject: release:gemini-3-flash
+predicate: release_of
+object: family:gemini
+claim_refs:
+  - claim:gemini-3-flash-release-of-family
diff --git a/data/relationships/gpt-5.2-codex-variant-of-release.yaml b/data/relationships/gpt-5.2-codex-variant-of-release.yaml
new file mode 100644
index 0000000..3f87c18
--- /dev/null
+++ b/data/relationships/gpt-5.2-codex-variant-of-release.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-5.2-codex-variant-of-release
+type: relationship
+subject: variant:gpt-5.2-codex
+predicate: variant_of
+object: release:gpt-5.2
+claim_refs:
+  - claim:gpt-5.2-codex-variant-of-release
diff --git a/data/relationships/gpt-5.2-published-by-openai.yaml b/data/relationships/gpt-5.2-published-by-openai.yaml
new file mode 100644
index 0000000..a13f8c4
--- /dev/null
+++ b/data/relationships/gpt-5.2-published-by-openai.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-5.2-published-by-openai
+type: relationship
+subject: release:gpt-5.2
+predicate: published_by
+object: org:openai
+claim_refs:
+  - claim:gpt-5.2-published-by-openai
diff --git a/data/relationships/gpt-5.2-release-of-gpt.yaml b/data/relationships/gpt-5.2-release-of-gpt.yaml
new file mode 100644
index 0000000..10598af
--- /dev/null
+++ b/data/relationships/gpt-5.2-release-of-gpt.yaml
@@ -0,0 +1,7 @@
+id: relationship:gpt-5.2-release-of-gpt
+type: relationship
+subject: release:gpt-5.2
+predicate: release_of
+object: family:gpt
+claim_refs:
+  - claim:gpt-5.2-release-of-family
diff --git a/data/relationships/mistral-3-published-by-mistral-ai.yaml b/data/relationships/mistral-3-published-by-mistral-ai.yaml
new file mode 100644
index 0000000..ee3988e
--- /dev/null
+++ b/data/relationships/mistral-3-published-by-mistral-ai.yaml
@@ -0,0 +1,7 @@
+id: relationship:mistral-3-published-by-mistral-ai
+type: relationship
+subject: release:mistral-3
+predicate: published_by
+object: org:mistral-ai
+claim_refs:
+  - claim:mistral-3-published-by-mistral-ai
diff --git a/data/relationships/mistral-3-release-of-mistral.yaml b/data/relationships/mistral-3-release-of-mistral.yaml
new file mode 100644
index 0000000..966e160
--- /dev/null
+++ b/data/relationships/mistral-3-release-of-mistral.yaml
@@ -0,0 +1,7 @@
+id: relationship:mistral-3-release-of-mistral
+type: relationship
+subject: release:mistral-3
+predicate: release_of
+object: family:mistral
+claim_refs:
+  - claim:mistral-3-release-of-family
diff --git a/data/relationships/qwen3-max-published-by-alibaba-cloud.yaml b/data/relationships/qwen3-max-published-by-alibaba-cloud.yaml
new file mode 100644
index 0000000..619702f
--- /dev/null
+++ b/data/relationships/qwen3-max-published-by-alibaba-cloud.yaml
@@ -0,0 +1,7 @@
+id: relationship:qwen3-max-published-by-alibaba-cloud
+type: relationship
+subject: release:qwen3-max
+predicate: published_by
+object: org:alibaba-cloud
+claim_refs:
+  - claim:qwen3-max-published-by-alibaba-cloud
diff --git a/data/relationships/qwen3-max-release-of-qwen.yaml b/data/relationships/qwen3-max-release-of-qwen.yaml
new file mode 100644
index 0000000..2b659d0
--- /dev/null
+++ b/data/relationships/qwen3-max-release-of-qwen.yaml
@@ -0,0 +1,7 @@
+id: relationship:qwen3-max-release-of-qwen
+type: relationship
+subject: release:qwen3-max
+predicate: release_of
+object: family:qwen
+claim_refs:
+  - claim:qwen3-max-release-of-family
diff --git a/data/releases/claude-opus-4.5.yaml b/data/releases/claude-opus-4.5.yaml
new file mode 100644
index 0000000..b288b1f
--- /dev/null
+++ b/data/releases/claude-opus-4.5.yaml
@@ -0,0 +1,4 @@
+id: release:claude-opus-4.5
+type: model_release
+name: Claude Opus 4.5
+status: canonical
diff --git a/data/releases/deepseek-v3.2-exp.yaml b/data/releases/deepseek-v3.2-exp.yaml
new file mode 100644
index 0000000..05c2ab1
--- /dev/null
+++ b/data/releases/deepseek-v3.2-exp.yaml
@@ -0,0 +1,4 @@
+id: release:deepseek-v3.2-exp
+type: model_release
+name: DeepSeek-V3.2-Exp
+status: canonical
diff --git a/data/releases/deepseek-v3.2.yaml b/data/releases/deepseek-v3.2.yaml
new file mode 100644
index 0000000..3504626
--- /dev/null
+++ b/data/releases/deepseek-v3.2.yaml
@@ -0,0 +1,4 @@
+id: release:deepseek-v3.2
+type: model_release
+name: DeepSeek-V3.2
+status: canonical
diff --git a/data/releases/gemini-3-flash.yaml b/data/releases/gemini-3-flash.yaml
new file mode 100644
index 0000000..6fd3ab9
--- /dev/null
+++ b/data/releases/gemini-3-flash.yaml
@@ -0,0 +1,4 @@
+id: release:gemini-3-flash
+type: model_release
+name: Gemini 3 Flash
+status: canonical
diff --git a/data/releases/gpt-5.2.yaml b/data/releases/gpt-5.2.yaml
new file mode 100644
index 0000000..5bc2554
--- /dev/null
+++ b/data/releases/gpt-5.2.yaml
@@ -0,0 +1,4 @@
+id: release:gpt-5.2
+type: model_release
+name: GPT-5.2
+status: canonical
diff --git a/data/releases/mistral-3.yaml b/data/releases/mistral-3.yaml
new file mode 100644
index 0000000..ddd9e09
--- /dev/null
+++ b/data/releases/mistral-3.yaml
@@ -0,0 +1,4 @@
+id: release:mistral-3
+type: model_release
+name: Mistral 3
+status: canonical
diff --git a/data/releases/qwen3-max.yaml b/data/releases/qwen3-max.yaml
new file mode 100644
index 0000000..be8abca
--- /dev/null
+++ b/data/releases/qwen3-max.yaml
@@ -0,0 +1,4 @@
+id: release:qwen3-max
+type: model_release
+name: Qwen3-Max
+status: canonical
diff --git a/data/sources/claude-opus-4.5-announcement.yaml b/data/sources/claude-opus-4.5-announcement.yaml
new file mode 100644
index 0000000..6f85da0
--- /dev/null
+++ b/data/sources/claude-opus-4.5-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:claude-opus-4.5-announcement
+type: source
+title: 'Introducing Claude Opus 4.5'
+source_type: official_announcement
+url: https://www.anthropic.com/news/claude-opus-4-5
+publisher: Anthropic
+published_at: '2025-11-24'
+retrieved_at: '2026-09-29T10:00:00Z'
diff --git a/data/sources/deepseek-v3.2-announcement.yaml b/data/sources/deepseek-v3.2-announcement.yaml
new file mode 100644
index 0000000..dddc3b5
--- /dev/null
+++ b/data/sources/deepseek-v3.2-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:deepseek-v3.2-announcement
+type: source
+title: 'DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models'
+source_type: official_announcement
+url: https://www.deepseek.com/en/news/deepseek-v3-2/
+publisher: DeepSeek
+published_at: '2025-12-01'
+retrieved_at: '2026-09-29T10:00:00Z'
diff --git a/data/sources/deepseek-v3.2-exp-announcement.yaml b/data/sources/deepseek-v3.2-exp-announcement.yaml
new file mode 100644
index 0000000..e356aaa
--- /dev/null
+++ b/data/sources/deepseek-v3.2-exp-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:deepseek-v3.2-exp-announcement
+type: source
+title: 'DeepSeek-V3.2-Exp release'
+source_type: official_announcement
+url: https://deepseek.com/news/v3-2-exp/
+publisher: DeepSeek
+published_at: '2025-09-29'
+retrieved_at: '2026-09-29T10:00:00Z'
diff --git a/data/sources/gemini-3-flash-announcement.yaml b/data/sources/gemini-3-flash-announcement.yaml
new file mode 100644
index 0000000..74487f3
--- /dev/null
+++ b/data/sources/gemini-3-flash-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:gemini-3-flash-announcement
+type: source
+title: 'Gemini 3 Flash: frontier intelligence built for speed'
+source_type: official_announcement
+url: https://blog.google/products-and-platforms/products/gemini/gemini-3-flash/
+publisher: Google
+published_at: '2025-12-17'
+retrieved_at: '2026-09-29T10:00:00Z'
diff --git a/data/sources/gpt-5.2-announcement.yaml b/data/sources/gpt-5.2-announcement.yaml
new file mode 100644
index 0000000..1e0a348
--- /dev/null
+++ b/data/sources/gpt-5.2-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:gpt-5.2-announcement
+type: source
+title: 'Introducing GPT-5.2'
+source_type: official_announcement
+url: https://openai.com/index/introducing-gpt-5-2/
+publisher: OpenAI
+published_at: '2025-12-11'
+retrieved_at: '2026-09-29T10:00:00Z'
diff --git a/data/sources/gpt-5.2-codex-announcement.yaml b/data/sources/gpt-5.2-codex-announcement.yaml
new file mode 100644
index 0000000..cb50ca4
--- /dev/null
+++ b/data/sources/gpt-5.2-codex-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:gpt-5.2-codex-announcement
+type: source
+title: 'Introducing GPT-5.2-Codex'
+source_type: official_announcement
+url: https://openai.com/index/introducing-gpt-5-2-codex/
+publisher: OpenAI
+published_at: '2025-12-18'
+retrieved_at: '2026-09-29T10:00:00Z'
diff --git a/data/sources/mistral-3-announcement.yaml b/data/sources/mistral-3-announcement.yaml
new file mode 100644
index 0000000..0fabf60
--- /dev/null
+++ b/data/sources/mistral-3-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:mistral-3-announcement
+type: source
+title: 'Introducing Mistral 3'
+source_type: official_announcement
+url: https://mistral.ai/news/mistral-3/
+publisher: Mistral AI
+published_at: '2025-12-02'
+retrieved_at: '2026-09-29T10:00:00Z'
diff --git a/data/sources/qwen3-max-announcement.yaml b/data/sources/qwen3-max-announcement.yaml
new file mode 100644
index 0000000..593cb53
--- /dev/null
+++ b/data/sources/qwen3-max-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:qwen3-max-announcement
+type: source
+title: 'Qwen3-Max: Just Scale it'
+source_type: official_announcement
+url: https://qwen.ai/blog?id=241398b9cd6353de490b0f82806c7848c5d2777d
+publisher: Qwen Team
+published_at: '2025-09-24'
+retrieved_at: '2026-09-29T10:00:00Z'
diff --git a/data/techniques/deepseek-sparse-attention.yaml b/data/techniques/deepseek-sparse-attention.yaml
new file mode 100644
index 0000000..07110be
--- /dev/null
+++ b/data/techniques/deepseek-sparse-attention.yaml
@@ -0,0 +1,5 @@
+id: technique:deepseek-sparse-attention
+type: technique
+name: DeepSeek Sparse Attention
+status: canonical
+description: A fine-grained sparse attention mechanism introduced in DeepSeek-V3.2-Exp to improve long-context training and inference efficiency with minimal impact on output quality.
diff --git a/data/variants/gpt-5.2-codex.yaml b/data/variants/gpt-5.2-codex.yaml
new file mode 100644
index 0000000..fcd97da
--- /dev/null
+++ b/data/variants/gpt-5.2-codex.yaml
@@ -0,0 +1,4 @@
+id: variant:gpt-5.2-codex
+type: model_variant
+name: GPT-5.2-Codex
+status: canonical

From 1e9198ea82cf45e27ece55767e4062b00ed273a7 Mon Sep 17 00:00:00 2001
From: Alajmah <55954113+Alajmah@users.noreply.github.com>
Date: Tue, 29 Sep 2026 13:07:53 +0300
Subject: [PATCH 13/13] Tighten late-2025 variant and publisher scope

---
 .../deepseek-v3.2-speciale-variant-of-release.yaml       | 9 +++++++++
 .../gemini-3-flash-published-by-google-deepmind.yaml     | 4 ++--
 data/claims/qwen3-max-instruct-variant-of-release.yaml   | 9 +++++++++
 data/events/2025-09-24-qwen3-max-announced.yaml          | 4 ++--
 data/events/2025-12-01-deepseek-v3.2-announced.yaml      | 2 +-
 .../deepseek-v3.2-speciale-variant-of-release.yaml       | 7 +++++++
 .../qwen3-max-instruct-variant-of-release.yaml           | 7 +++++++
 data/sources/gemini-3-flash-developer-announcement.yaml  | 8 ++++++++
 data/variants/deepseek-v3.2-speciale.yaml                | 4 ++++
 data/variants/qwen3-max-instruct.yaml                    | 4 ++++
 10 files changed, 53 insertions(+), 5 deletions(-)
 create mode 100644 data/claims/deepseek-v3.2-speciale-variant-of-release.yaml
 create mode 100644 data/claims/qwen3-max-instruct-variant-of-release.yaml
 create mode 100644 data/relationships/deepseek-v3.2-speciale-variant-of-release.yaml
 create mode 100644 data/relationships/qwen3-max-instruct-variant-of-release.yaml
 create mode 100644 data/sources/gemini-3-flash-developer-announcement.yaml
 create mode 100644 data/variants/deepseek-v3.2-speciale.yaml
 create mode 100644 data/variants/qwen3-max-instruct.yaml

diff --git a/data/claims/deepseek-v3.2-speciale-variant-of-release.yaml b/data/claims/deepseek-v3.2-speciale-variant-of-release.yaml
new file mode 100644
index 0000000..6030402
--- /dev/null
+++ b/data/claims/deepseek-v3.2-speciale-variant-of-release.yaml
@@ -0,0 +1,9 @@
+id: claim:deepseek-v3.2-speciale-variant-of-release
+type: claim
+subject: variant:deepseek-v3.2-speciale
+predicate: variant_of
+object: release:deepseek-v3.2
+status: confirmed_primary
+evidence:
+  - source: source:deepseek-v3.2-announcement
+    locator: launch opening and World-Leading Reasoning section
diff --git a/data/claims/gemini-3-flash-published-by-google-deepmind.yaml b/data/claims/gemini-3-flash-published-by-google-deepmind.yaml
index e2a5e20..9605f67 100644
--- a/data/claims/gemini-3-flash-published-by-google-deepmind.yaml
+++ b/data/claims/gemini-3-flash-published-by-google-deepmind.yaml
@@ -5,5 +5,5 @@ predicate: published_by
 object: org:google-deepmind
 status: confirmed_primary
 evidence:
-  - source: source:gemini-3-flash-announcement
-    locator: Gemini team attribution and Google DeepMind developer availability
+  - source: source:gemini-3-flash-developer-announcement
+    locator: author affiliation — Group Product Manager, Google DeepMind
diff --git a/data/claims/qwen3-max-instruct-variant-of-release.yaml b/data/claims/qwen3-max-instruct-variant-of-release.yaml
new file mode 100644
index 0000000..a640b02
--- /dev/null
+++ b/data/claims/qwen3-max-instruct-variant-of-release.yaml
@@ -0,0 +1,9 @@
+id: claim:qwen3-max-instruct-variant-of-release
+type: claim
+subject: variant:qwen3-max-instruct
+predicate: variant_of
+object: release:qwen3-max
+status: confirmed_primary
+evidence:
+  - source: source:qwen3-max-announcement
+    locator: Introduction — Qwen3-Max-Instruct official release; Qwen3-Max-Thinking still under active training
diff --git a/data/events/2025-09-24-qwen3-max-announced.yaml b/data/events/2025-09-24-qwen3-max-announced.yaml
index 27637a2..0b7b253 100644
--- a/data/events/2025-09-24-qwen3-max-announced.yaml
+++ b/data/events/2025-09-24-qwen3-max-announced.yaml
@@ -1,8 +1,8 @@
 id: event:2025-09-24-qwen3-max-announced
 type: event
-name: Qwen3-Max released
+name: Qwen3-Max-Instruct released
 event_type: model_announced
-subject: release:qwen3-max
+subject: variant:qwen3-max-instruct
 occurred_at: '2025-09-24'
 evidence:
   - source:qwen3-max-announcement
diff --git a/data/events/2025-12-01-deepseek-v3.2-announced.yaml b/data/events/2025-12-01-deepseek-v3.2-announced.yaml
index 88cd812..566fbeb 100644
--- a/data/events/2025-12-01-deepseek-v3.2-announced.yaml
+++ b/data/events/2025-12-01-deepseek-v3.2-announced.yaml
@@ -1,6 +1,6 @@
 id: event:2025-12-01-deepseek-v3.2-announced
 type: event
-name: DeepSeek-V3.2 released
+name: DeepSeek-V3.2 and V3.2-Speciale released
 event_type: model_announced
 subject: release:deepseek-v3.2
 occurred_at: '2025-12-01'
diff --git a/data/relationships/deepseek-v3.2-speciale-variant-of-release.yaml b/data/relationships/deepseek-v3.2-speciale-variant-of-release.yaml
new file mode 100644
index 0000000..08b2d0b
--- /dev/null
+++ b/data/relationships/deepseek-v3.2-speciale-variant-of-release.yaml
@@ -0,0 +1,7 @@
+id: relationship:deepseek-v3.2-speciale-variant-of-release
+type: relationship
+subject: variant:deepseek-v3.2-speciale
+predicate: variant_of
+object: release:deepseek-v3.2
+claim_refs:
+  - claim:deepseek-v3.2-speciale-variant-of-release
diff --git a/data/relationships/qwen3-max-instruct-variant-of-release.yaml b/data/relationships/qwen3-max-instruct-variant-of-release.yaml
new file mode 100644
index 0000000..b92260f
--- /dev/null
+++ b/data/relationships/qwen3-max-instruct-variant-of-release.yaml
@@ -0,0 +1,7 @@
+id: relationship:qwen3-max-instruct-variant-of-release
+type: relationship
+subject: variant:qwen3-max-instruct
+predicate: variant_of
+object: release:qwen3-max
+claim_refs:
+  - claim:qwen3-max-instruct-variant-of-release
diff --git a/data/sources/gemini-3-flash-developer-announcement.yaml b/data/sources/gemini-3-flash-developer-announcement.yaml
new file mode 100644
index 0000000..fe39834
--- /dev/null
+++ b/data/sources/gemini-3-flash-developer-announcement.yaml
@@ -0,0 +1,8 @@
+id: source:gemini-3-flash-developer-announcement
+type: source
+title: 'Build with Gemini 3 Flash, frontier intelligence that scales with you'
+source_type: official_announcement
+url: https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-3-flash/
+publisher: Google DeepMind
+published_at: '2025-12-17'
+retrieved_at: '2026-09-29T10:08:00Z'
diff --git a/data/variants/deepseek-v3.2-speciale.yaml b/data/variants/deepseek-v3.2-speciale.yaml
new file mode 100644
index 0000000..3f4c8c8
--- /dev/null
+++ b/data/variants/deepseek-v3.2-speciale.yaml
@@ -0,0 +1,4 @@
+id: variant:deepseek-v3.2-speciale
+type: model_variant
+name: DeepSeek-V3.2-Speciale
+status: canonical
diff --git a/data/variants/qwen3-max-instruct.yaml b/data/variants/qwen3-max-instruct.yaml
new file mode 100644
index 0000000..eba4fde
--- /dev/null
+++ b/data/variants/qwen3-max-instruct.yaml
@@ -0,0 +1,4 @@
+id: variant:qwen3-max-instruct
+type: model_variant
+name: Qwen3-Max-Instruct
+status: canonical