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/fine-tuning-over-architectural-complexity-broad-coverage-pii-detection-on-piibench-with-deberta
Subject: Fine-Tuning Over Architectural Complexity: Broad-Coverage PII Detection on PIIBench with DeBERTa
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": 15, "author": "Pritesh Jha", "title": "Microsoft Word - Fine-Tuning Over Architectural Complexity BroadCoverage PII Detection on PIIBe
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": 15, "author": "Pritesh Jha", "title": "Microsoft Word - Fine-Tuning Over Architectural Complexity BroadCoverage PII Detection on PIIBench with DeBERTa", "creation date": "D:20260525183255+05'30'", "modification date": "D:20260525183255+05'30'", "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 15, "author": "Pritesh Jha", "title": "Microsoft Word - Fine-Tuning Over Architectural Complexity BroadCoverage PII Detection on PIIBench with DeBERTa", "creation date": "D:20260525183255+05'30'", "modification date": "D:20260525183255+05'30'", "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 15, "author": "Pritesh Jha", "title": "Microsoft Word - Fine-Tuning Over Architectural Complexity BroadCoverage PII Detection on PIIBench with DeBERTa", "creation date": "D:20260525183255+05'30'", "modification date": "D:20260525183255+05'30'", "kids": []}
Receipt path
/buildability/fine-tuning-over-architectural-complexity-broad-coverage-pii-detection-on-piibench-with-deberta
Paper ref
fine-tuning-over-architectural-complexity-broad-coverage-pii-detection-on-piibench-with-deberta
arXiv id
2605.25816
Generated at
2026-05-27T00:05:09.365Z
Evidence freshness
stale
Last verification
2026-05-27T00:05:09.365Z
Sources
3
References
0
Coverage
50%
Lineage hash
f3c50d8afc22dd98110ba0b7d60eb15f64abc3e68918ae35b0e039e2b86b95b2
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