Buildability / Receipt
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
/buildability/diverse-thinking-schemata-elicit-better-reasoning-in-large-language-models
Subject: Diverse Thinking Schemata Elicit Better Reasoning in Large Language Models
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Data
{"file name": "input.pdf", "number of pages": 25, "author": "Xinyue Liang; Yizhe Yang; Yu Bai; Bin Xu; Jiawei Li; Yang Gao"
Truth Boundary
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.
Compute
{"file name": "input.pdf", "number of pages": 25, "author": "Xinyue Liang; Yizhe Yang; Yu Bai; Bin Xu; Jiawei Li; Yang Gao", "title": "Diverse Thinking Schemata Elicit Better Reasoning in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 25, "author": "Xinyue Liang; Yizhe Yang; Yu Bai; Bin Xu; Jiawei Li; Yang Gao", "title": "Diverse Thinking Schemata Elicit Better Reasoning in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 25, "author": "Xinyue Liang; Yizhe Yang; Yu Bai; Bin Xu; Jiawei Li; Yang Gao", "title": "Diverse Thinking Schemata Elicit Better Reasoning in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/diverse-thinking-schemata-elicit-better-reasoning-in-large-language-models
Paper ref
diverse-thinking-schemata-elicit-better-reasoning-in-large-language-models
arXiv id
2606.08974
Generated at
2026-06-09T03:26:55.752Z
Evidence freshness
fresh
Last verification
2026-06-09T03:26:55.752Z
Sources
3
References
0
Coverage
50%
Lineage hash
e027a23d9b1096cc025c008ab9246d01960f3ef7869c8e2f8c3c0bc533ffe73e
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references