Pith Number

pith:Y7ZI2YVC

pith:2025:Y7ZI2YVCJFIT3XK47RANRS6H72

not attested not anchored not stored refs pending

Automated Code Review Using Large Language Models at Ericsson: An Experience Report

A K Raghavan, Giriprasad Sridhara, Hamender Singh, Joy Bose, Nishrith Saini, Ricardo Britto, Shweta Ramesh, Sujoy Roychowdhury

arxiv:2507.19115 v2 · 2025-07-25 · 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{Y7ZI2YVCJFIT3XK47RANRS6H72}

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	2026-07-05T11:46:23.523971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7f28d62a249513ddd5cfc40d8cbc7fea7ccc63a9861c89554fc13ff84fb48e8

Aliases

arxiv: 2507.19115 · arxiv_version: 2507.19115v2 · doi: 10.48550/arxiv.2507.19115 · pith_short_12: Y7ZI2YVCJFIT · pith_short_16: Y7ZI2YVCJFIT3XK4 · pith_short_8: Y7ZI2YVC

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/Y7ZI2YVCJFIT3XK47RANRS6H72 \
  | 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: c7f28d62a249513ddd5cfc40d8cbc7fea7ccc63a9861c89554fc13ff84fb48e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a82429923005fd81679d8d2d23281ca0e6bb178e134956246d430ce9092c04ab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-25T09:50:48Z",
    "title_canon_sha256": "d5a593195b0d58a8c1a0c937b5afa80d8dda6dd34bc7438197500e440a7563f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19115",
    "kind": "arxiv",
    "version": 2
  }
}