Pith Number

pith:AMTXCUNM

pith:2024:AMTXCUNMWLNZ7CLV5I6XEVP7US

not attested not anchored not stored refs pending

AI-Assisted Assessment of Coding Practices in Modern Code Review

Daniel Tarlow, Dan Zheng, Goran Petrovi\'c, Ivan Budiseli\'c, Jovan Andonov, Juanjo Carin, Ma{\l}gorzata Salawa, Manushree Vijayvergiya, Marko Ivankovi\'c, Mateusz Lewko, Pascal Lamblin, Petros Maniatis, Ren\'e Just

arxiv:2405.13565 v1 · 2024-05-22 · 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{AMTXCUNMWLNZ7CLV5I6XEVP7US}

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

1 paper in Pith

From Industry Claims to Empirical Reality: An Empirical Study of Code Review Agents in Pull Requests

Receipt and verification

First computed	2026-07-05T08:22:04.571919Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03277151acb2db9f8975ea3d7255ffa4882e56be79d1364c28afcec354a18408

Aliases

arxiv: 2405.13565 · arxiv_version: 2405.13565v1 · doi: 10.48550/arxiv.2405.13565 · pith_short_12: AMTXCUNMWLNZ · pith_short_16: AMTXCUNMWLNZ7CLV · pith_short_8: AMTXCUNM

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/AMTXCUNMWLNZ7CLV5I6XEVP7US \
  | 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: 03277151acb2db9f8975ea3d7255ffa4882e56be79d1364c28afcec354a18408

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d3fd38fb46672fc1ca4ab44a8f06efa1db0bec5637f89e985309069029e41dd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-05-22T11:57:18Z",
    "title_canon_sha256": "31369ed664d1096d85d62e8ea6f440afb9756f1b7a92ed158db0281ac85d2833"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13565",
    "kind": "arxiv",
    "version": 1
  }
}