Pith Number

pith:IUTAWWFK

pith:2024:IUTAWWFKNOBN6JL2RK7B2BOC5J

not attested not anchored not stored refs pending

How Far Can We Go with Practical Function-Level Program Repair?

Fanchu Kong, Haotian Zhang, Jiahong Xiang, Mingyuan Wu, Xiaoyang Xu, Yuqun Zhang, Zizheng Zhang

arxiv:2404.12833 v2 · 2024-04-19 · 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{IUTAWWFKNOBN6JL2RK7B2BOC5J}

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

5 papers in Pith

Smaller Models, Unexpected Costs: Trade-offs in LLM Quantization for Automated Program Repair

Can LLMs Find Bugs in Code? An Evaluation from Beginner Errors to Security Vulnerabilities in Python and C++

Large Language Model-Based Agents for Software Engineering: A Survey

Empowering Autonomous Debugging Agents with Efficient Dynamic Analysis

SiblingRepair: Sibling-Based Multi-Hunk Repair with Large Language Models

Receipt and verification

First computed	2026-07-05T09:28:49.208893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45260b58aa6b82df257a8abe1d05c2ea59d210375601024a272540537e855b34

Aliases

arxiv: 2404.12833 · arxiv_version: 2404.12833v2 · doi: 10.48550/arxiv.2404.12833 · pith_short_12: IUTAWWFKNOBN · pith_short_16: IUTAWWFKNOBN6JL2 · pith_short_8: IUTAWWFK

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/IUTAWWFKNOBN6JL2RK7B2BOC5J \
  | 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: 45260b58aa6b82df257a8abe1d05c2ea59d210375601024a272540537e855b34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56318dad7299f86f0515ad759f33242f7dfc1d75599f49030a5781d3cc3790d7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-04-19T12:14:09Z",
    "title_canon_sha256": "a0c8d75b40fca9a444d0c69741deb3a3deecb214131211d4a8836c054a949dc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.12833",
    "kind": "arxiv",
    "version": 2
  }
}