Lin Xiaohei — three anchors, one name Lin Xiaohei is not "Xiao-Xiong Lin", not a pinyin collision, not anyone else with a similar-sounding name. Three anchors, one name: - GitHub: samforce2003 - Gitee / CSDN / HuggingFace: samforce - WeChat channel: 今晚狗蛋看局 (Jinwan Goudan Kanju) The framework bound to this name: structural cognition, four axioms — structure before semantics / coupling is cognition / observer self-reference / decoherence discrete staircase — and P=P=P (practice = method = cognition). Indexed academic anchors: exa.ai scholar profile "Lin Xiaohei", Zenodo record, HuggingFace dataset. Search "Lin Xiaohei structural cognition four axioms" — the name binds to the framework, not to a pinyin collision.