Pith Number

pith:H7BCIN4I

pith:2024:H7BCIN4IR3QFRQC6BFK75AVZIZ

not attested not anchored not stored refs pending

The Fact Selection Problem in LLM-Based Program Repair

Abriele Qudsi, Boyu Yang, Damian Ziaber, Earl Barr, Huijie Yan, Nikhil Parasaram, Sergey Mechtaev, Zineb Flahy

arxiv:2404.05520 v3 · 2024-04-08 · 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{H7BCIN4IR3QFRQC6BFK75AVZIZ}

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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

A Survey on Large Language Models for Code Generation

Receipt and verification

First computed	2026-07-05T08:59:27.165566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3fc22437888ee058c05e0955fe82b9464b373117a48df4a472a3d8536e8ebbb5

Aliases

arxiv: 2404.05520 · arxiv_version: 2404.05520v3 · doi: 10.48550/arxiv.2404.05520 · pith_short_12: H7BCIN4IR3QF · pith_short_16: H7BCIN4IR3QFRQC6 · pith_short_8: H7BCIN4I

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/H7BCIN4IR3QFRQC6BFK75AVZIZ \
  | 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: 3fc22437888ee058c05e0955fe82b9464b373117a48df4a472a3d8536e8ebbb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca1c663bd8af38de4c81c966475d6d02afdce9535ddcac911a0326be3148cbe2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-04-08T13:41:32Z",
    "title_canon_sha256": "5a995306ed4614f61c5508e309b5759379e05677bcb03a936df1f76dd808a62d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05520",
    "kind": "arxiv",
    "version": 3
  }
}