Pith Number

pith:LHOR6BKJ

pith:2026:LHOR6BKJSLUMEN5HLFLSCIHLEB

not attested not anchored not stored refs pending

From Code Review to Code Critique: Intent, Drift, and Spotlight for AI-Generated Diffs at Scale

Chandra Maddila, Euna Mehnaz Khan, James Saindon, Mashrur Rashik, Nachi Nagappan, Peter C. Rigby, Smriti Jha

arxiv:2607.29516 v1 · 2026-07-31 · 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{LHOR6BKJSLUMEN5HLFLSCIHLEB}

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.

Receipt and verification

First computed	2026-08-03T01:37:02.301086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59dd1f054992e8c237a759572120eb2077f3dd5a812434ce7c84937acc3c515f

Aliases

arxiv: 2607.29516 · arxiv_version: 2607.29516v1 · doi: 10.48550/arxiv.2607.29516 · pith_short_12: LHOR6BKJSLUM · pith_short_16: LHOR6BKJSLUMEN5H · pith_short_8: LHOR6BKJ

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/LHOR6BKJSLUMEN5HLFLSCIHLEB \
  | 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: 59dd1f054992e8c237a759572120eb2077f3dd5a812434ce7c84937acc3c515f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e429fcfeedb5f43971251f1f017e9e47443fe3680602d1f92b638b8213026ee",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-31T15:17:25Z",
    "title_canon_sha256": "09efd34140fa840390dbb37d183fc104187a17c15c46d3b22e6a5d4567e14f4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.29516",
    "kind": "arxiv",
    "version": 1
  }
}