Pith Number

pith:SMADJ7HC

pith:2025:SMADJ7HC7YU5FTIT6NSPN6T7OI

not attested not anchored not stored refs pending

Bridging Bug Localization and Issue Fixing: A Hierarchical Localization Framework Leveraging Large Language Models

Bixin Li, David Lo, Jianming Chang, Lulu Wang, Xin Zhou

arxiv:2502.15292 v1 · 2025-02-21 · 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{SMADJ7HC7YU5FTIT6NSPN6T7OI}

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

Towards Explorative IRBL: Combining Semantic Retrieval with LLM-driven Iterative Code Exploration

Receipt and verification

First computed	2026-07-05T10:17:59.340032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

930034fce2fe29d2cd13f364f6fa7f722c3b646637c9e8ad29366dabb9fb4ea7

Aliases

arxiv: 2502.15292 · arxiv_version: 2502.15292v1 · doi: 10.48550/arxiv.2502.15292 · pith_short_12: SMADJ7HC7YU5 · pith_short_16: SMADJ7HC7YU5FTIT · pith_short_8: SMADJ7HC

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/SMADJ7HC7YU5FTIT6NSPN6T7OI \
  | 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: 930034fce2fe29d2cd13f364f6fa7f722c3b646637c9e8ad29366dabb9fb4ea7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e11eb13552ab136328e3fe90ef7d71717b38d68668d3eb5947794b78999aca8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-02-21T08:37:02Z",
    "title_canon_sha256": "61c9d8c370d9cda7db82577b6474b3c0ca4301cbe98fd32dbe392e24f52e47d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15292",
    "kind": "arxiv",
    "version": 1
  }
}