Buildability / Receipt
Faithfulness-QA: A Counterfactual Entity Substitution Dataset for Training Context-Faithful RAG Models
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
Ready for execution: Faithfulness-QA: A Counterfactual Entity Substitution Dataset for Training Context-Faithful RAG Models
/buildability/faithfulness-qa-a-counterfactual-entity-substitution-dataset-for-training-context-faithful-rag-models
Subject: Faithfulness-QA: A Counterfactual Entity Substitution Dataset for Training Context-Faithful RAG Models
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/faithfulness-qa-a-counterfactual-entity-substitution-dataset-for-training-context-faithful-rag-models
Paper ref
faithfulness-qa-a-counterfactual-entity-substitution-dataset-for-training-context-faithful-rag-models
arXiv id
2604.25313
Freshness
Generated at
2026-04-29T02:44:25.578Z
Evidence freshness
fresh
Last verification
2026-04-29T02:44:25.578Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
e5a05ce90301e627a633254877a3f26efb871557a1137136ebbed3aff474121a
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Canonical opportunity-kernel evidence is available for this receipt window.
references
proof_status
Truth Boundary
External gate remains unresolved for live deployment claims.
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.