Pith Number

pith:NTQI4KRV

pith:2026:NTQI4KRVWUOS5NLBZFURQSEHPK

not attested not anchored not stored refs pending

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality

Bram Adams, Shayan Noei, Suzhen Zhong, Ying Zou

arxiv:2607.13196 v1 · 2026-07-14 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NTQI4KRVWUOS5NLBZFURQSEHPK}

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	2026-07-16T00:22:02.351065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ce08e2a35b51d2eb561c9691848877abe78c2203560b099337bfafcb05331d0

Aliases

arxiv: 2607.13196 · arxiv_version: 2607.13196v1 · doi: 10.48550/arxiv.2607.13196 · pith_short_12: NTQI4KRVWUOS · pith_short_16: NTQI4KRVWUOS5NLB · pith_short_8: NTQI4KRV

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/NTQI4KRVWUOS5NLBZFURQSEHPK \
  | 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: 6ce08e2a35b51d2eb561c9691848877abe78c2203560b099337bfafcb05331d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffd11d954e76511d41c2d7fdc99995405db18e23a0925d44fe8af7d1996c055e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-14T18:48:20Z",
    "title_canon_sha256": "a59e059f07e7f07ed397049beb8857acbf3c7970c369cbe5d6ee6370e9865c2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.13196",
    "kind": "arxiv",
    "version": 1
  }
}