Pith Number

pith:IZFPW32P

pith:2025:IZFPW32PWGG53AQYTNG6QX5WNQ

not attested not anchored not stored refs pending

Repair Ingredients Are All You Need: Improving Large Language Model-Based Program Repair via Repair Ingredients Search

Chunyang Chen, Jian Zhang, Jiayi Zhang, Kai Huang, Yang Liu

arxiv:2506.23100 v1 · 2025-06-29 · cs.SE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IZFPW32PWGG53AQYTNG6QX5WNQ}

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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

7 papers in Pith

Beyond Textual Repository Exploration: Dual-Modal Structural Reasoning for Agentic Issue Resolution

Neural Change Prediction: Relating Software Changes to Their Effects and Vice Versa

MemRepair: Hierarchical Memory for Agentic Repository-Level Vulnerability Repair

From Guessing to Seeing: Enhancing LLM-Based Program Repair via Trace-Guided Multi-strategy Debate

Learning When to Remember: Risk-Sensitive Contextual Bandits for Abstention-Aware Memory Retrieval in LLM-Based Coding Agents

Receipt and verification

First computed	2026-07-05T11:29:15.339574Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

464afb6f4fb18ddd82189b4de85fb66c1b8270cb7fca0e538f6e40fc777a4390

Aliases

arxiv: 2506.23100 · arxiv_version: 2506.23100v1 · doi: 10.48550/arxiv.2506.23100 · pith_short_12: IZFPW32PWGG5 · pith_short_16: IZFPW32PWGG53AQY · pith_short_8: IZFPW32P

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/IZFPW32PWGG53AQYTNG6QX5WNQ \
  | 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: 464afb6f4fb18ddd82189b4de85fb66c1b8270cb7fca0e538f6e40fc777a4390

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37b7b79a8d0726637623c9feeab447cab713406b15efbfc50f31ff4993506871",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-06-29T06:02:11Z",
    "title_canon_sha256": "9778773ee43f9f9fd6a4846de5045e2ee85d629e419c54bb5e80a82173f21721"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23100",
    "kind": "arxiv",
    "version": 1
  }
}