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/mhsafeeval-role-aware-interaction-level-evaluation-of-mental-health-safety-in-large-language-models
Subject: MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety 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": 34, "author": "Suhyun Lee; Palakorn Achananuparp; Neemesh Yadav; Ee-Peng Lim; Yang Deng"
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": 34, "author": "Suhyun Lee; Palakorn Achananuparp; Neemesh Yadav; Ee-Peng Lim; Yang Deng", "title": "MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 34, "author": "Suhyun Lee; Palakorn Achananuparp; Neemesh Yadav; Ee-Peng Lim; Yang Deng", "title": "MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 34, "author": "Suhyun Lee; Palakorn Achananuparp; Neemesh Yadav; Ee-Peng Lim; Yang Deng", "title": "MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/mhsafeeval-role-aware-interaction-level-evaluation-of-mental-health-safety-in-large-language-models
Paper ref
mhsafeeval-role-aware-interaction-level-evaluation-of-mental-health-safety-in-large-language-models
arXiv id
2604.17730
Generated at
2026-04-21T02:40:07.259Z
Evidence freshness
stale
Last verification
2026-04-21T02:40:07.259Z
Sources
3
References
0
Coverage
50%
Lineage hash
cdf9616ffdf376dc073b65049e4afc8c0a77ceaa0e36e9cd22156fc41d74d4f4
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