Pith Number

pith:TMUN6NEP

pith:2025:TMUN6NEP6L6FWT4INS627XJZE5

not attested not anchored not stored refs pending

Agentic Bug Reproduction for Effective Automated Program Repair at Google

Aaron Sun, Jos\'e Cambronero, J\"urgen Cito, Michele Tufano, Pat Rondon, Renyao Wei, Runxiang Cheng, Satish Chandra

arxiv:2502.01821 v2 · 2025-02-03 · 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{TMUN6NEP6L6FWT4INS627XJZE5}

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

10 papers in Pith

iCoRe: An Iterative Correlation-Aware Retriever for Bug Reproduction Test Generation

Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents

GitBugs: Bug Reports for Duplicate Detection, Retrieval Augmented Generation, Triage, and More

CodeCureAgent: Automatic Classification and Repair of Static Analysis Warnings

Can Old Tests Do New Tricks for Resolving SWE Issues?

Receipt and verification

First computed	2026-07-05T10:28:34.760363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b28df348ff2fc5b4f886cbdafdd392755912f648c176d8927fa6f6ac42d6d37

Aliases

arxiv: 2502.01821 · arxiv_version: 2502.01821v2 · doi: 10.48550/arxiv.2502.01821 · pith_short_12: TMUN6NEP6L6F · pith_short_16: TMUN6NEP6L6FWT4I · pith_short_8: TMUN6NEP

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/TMUN6NEP6L6FWT4INS627XJZE5 \
  | 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: 9b28df348ff2fc5b4f886cbdafdd392755912f648c176d8927fa6f6ac42d6d37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccac7b03dbfe54deb8ad8f4839c481ffc9a991e8abd28d2f700cfc93e2698ad6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-02-03T20:57:17Z",
    "title_canon_sha256": "09c92692a8cc3a293f98a77e2794a8f1ade3db7cce7e3b02f9af159aa1dec40e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01821",
    "kind": "arxiv",
    "version": 2
  }
}