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/pyramathbench-evaluating-and-improving-mathematical-capability-in-large-language-models
Subject: PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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": 31, "author": "Zetian Ouyang; Linlin Wang; Gerard de Melo; Liang He"
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": 31, "author": "Zetian Ouyang; Linlin Wang; Gerard de Melo; Liang He", "title": "PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 31, "author": "Zetian Ouyang; Linlin Wang; Gerard de Melo; Liang He", "title": "PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 31, "author": "Zetian Ouyang; Linlin Wang; Gerard de Melo; Liang He", "title": "PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/pyramathbench-evaluating-and-improving-mathematical-capability-in-large-language-models
Paper ref
pyramathbench-evaluating-and-improving-mathematical-capability-in-large-language-models
arXiv id
2606.03858
Generated at
2026-06-03T20:32:57.862Z
Evidence freshness
fresh
Last verification
2026-06-03T20:32:57.862Z
Sources
4
References
0
Coverage
83%
Lineage hash
fceb84f02c4a44caf819e2198e2b580780d79bd4307a85270303fdec40c1087b
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.
references