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/causal-tongue-tie-llms-can-encode-causal-direction-but-their-yes-no-outputs-fail-to-express
Subject: Causal Tongue-Tie: LLMs Can Encode Causal Direction, But Their Yes/No Outputs Fail to Express
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": 22, "author": "Ziyi Ding; Xiao-Ping Zhang", "title": "Causal Tongue-Tie: LLMs Can Encode Causal Direction
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": 22, "author": "Ziyi Ding; Xiao-Ping Zhang", "title": "Causal Tongue-Tie: LLMs Can Encode Causal Direction, But Their Yes/No Outputs Fail to Express", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 22, "author": "Ziyi Ding; Xiao-Ping Zhang", "title": "Causal Tongue-Tie: LLMs Can Encode Causal Direction, But Their Yes/No Outputs Fail to Express", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 22, "author": "Ziyi Ding; Xiao-Ping Zhang", "title": "Causal Tongue-Tie: LLMs Can Encode Causal Direction, But Their Yes/No Outputs Fail to Express", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/causal-tongue-tie-llms-can-encode-causal-direction-but-their-yes-no-outputs-fail-to-express
Paper ref
causal-tongue-tie-llms-can-encode-causal-direction-but-their-yes-no-outputs-fail-to-express
arXiv id
2605.25891
Generated at
2026-05-27T00:04:41.781Z
Evidence freshness
stale
Last verification
2026-05-27T00:04:41.781Z
Sources
3
References
0
Coverage
50%
Lineage hash
e3be7323aec0881572cdbf587ebaab26c50bbb53c15cdf68030741e608991b24
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.
Some score or evidence fields are outside the preferred freshness window.
repo_url
references