Pith Number

pith:YMCQCRTA

pith:2026:YMCQCRTAMN2SJG5TTZLAY4UPBI

not attested not anchored not stored refs pending

HalluJudge: A Reference-Free Hallucination Detection for Context Misalignment in Code Review Automation

Hong Yi Lin, Kla Tantithamthavorn, Ming Wu, Minwoo Jeong, Patanamon Thongtanunam, Wachiraphan Charoenwet

arxiv:2601.19072 v3 · 2026-01-27 · cs.SE · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YMCQCRTAMN2SJG5TTZLAY4UPBI}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Functional Entropy: Predicting Functional Correctness in LLM-Generated Code with Uncertainty Quantification

Understanding the Limits of Automated Evaluation for Code Review Bots in Practice

Receipt and verification

First computed	2026-06-12T01:08:21.632101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3050146606375249bb39e560c728f0a10e0db70e2672981b4a5374cdb5056ec

Aliases

arxiv: 2601.19072 · arxiv_version: 2601.19072v3 · doi: 10.48550/arxiv.2601.19072 · pith_short_12: YMCQCRTAMN2S · pith_short_16: YMCQCRTAMN2SJG5T · pith_short_8: YMCQCRTA

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/YMCQCRTAMN2SJG5TTZLAY4UPBI \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c3050146606375249bb39e560c728f0a10e0db70e2672981b4a5374cdb5056ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db7b31ab3bef765c172f968ffcdc81a153e3e31a27eee310166a2ef8e92168b0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-01-27T01:16:45Z",
    "title_canon_sha256": "57566f1a2f7eb74c7e1c985eaf62e0187c7f970aeb8b67553c4dc1614db83b52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.19072",
    "kind": "arxiv",
    "version": 3
  }
}