Pith Number

pith:ALOJVAU3

pith:2025:ALOJVAU3F6FSS5P2CQYYHDLPNA

not attested not anchored not stored refs pending

CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models

Christoph Treude, Chunhua Liu, Haoyu Gao, Hong Yi Lin, Patanamon Thongtanunam

arxiv:2503.16167 v2 · 2025-03-20 · cs.SE · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ALOJVAU3F6FSS5P2CQYYHDLPNA}

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

Towards Iterative End-to-End Software Development: A Feature-Driven Multi-Agent Framework

Enhancing Large Language Models with Retrieval Augmented Generation for Software Testing and Inspection Automation

Receipt and verification

First computed	2026-07-05T11:13:22.842941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02dc9a829b2f8b2975fa1431838d6f682b47cf1ae00ec0332e164b2997b3b3b4

Aliases

arxiv: 2503.16167 · arxiv_version: 2503.16167v2 · doi: 10.48550/arxiv.2503.16167 · pith_short_12: ALOJVAU3F6FS · pith_short_16: ALOJVAU3F6FSS5P2 · pith_short_8: ALOJVAU3

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/ALOJVAU3F6FSS5P2CQYYHDLPNA \
  | 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: 02dc9a829b2f8b2975fa1431838d6f682b47cf1ae00ec0332e164b2997b3b3b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "711e159ba7813a2da7cfc842b96491dcc7fc398cf5646b717d76454f678d1e89",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-20T14:07:31Z",
    "title_canon_sha256": "31bcb486c9065cb5e2f4c3cc0f28031bf0e951d3577fff7acc08e6263c4dd33e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.16167",
    "kind": "arxiv",
    "version": 2
  }
}