Pith Number

pith:MW7P74TT

pith:2023:MW7P74TTQL5DHKQXW3S7PNIQCT

not attested not anchored not stored refs pending

Exploring Large Language Models in Resolving Environment-Related Crash Bugs: Localizing and Repairing

Hanlin Wang, Juntao Li, Mingwei Liu, Xin Peng, Xueying Du, Yiling Lou

arxiv:2312.10448 v2 · 2023-12-16 · cs.SE · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MW7P74TTQL5DHKQXW3S7PNIQCT}

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

Finding Important Stack Frames in Large Systems

Receipt and verification

First computed	2026-07-05T12:01:53.001530Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65befff27382fa33aa17b6e5f7b51014eeb7cb60b6bb000f871b1db70ed7582b

Aliases

arxiv: 2312.10448 · arxiv_version: 2312.10448v2 · doi: 10.48550/arxiv.2312.10448 · pith_short_12: MW7P74TTQL5D · pith_short_16: MW7P74TTQL5DHKQX · pith_short_8: MW7P74TT

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/MW7P74TTQL5DHKQXW3S7PNIQCT \
  | 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: 65befff27382fa33aa17b6e5f7b51014eeb7cb60b6bb000f871b1db70ed7582b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c02c885d5944ab93b05c9b667c7364098863950df25d5606c225dec70ac5b51",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-12-16T13:41:04Z",
    "title_canon_sha256": "29895ed621a37855c7ee3c4c13b60d532d019bef1008f66d7390c209440554c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10448",
    "kind": "arxiv",
    "version": 2
  }
}