Pith Number

pith:GAIFV6HW

pith:2025:GAIFV6HWBHEB4EHAEGAOFIU5CM

not attested not anchored not stored refs pending

LocAgent: Graph-Guided LLM Agents for Code Localization

Arman Cohan, Fang Wu, Gangda Deng, Jialong Wu, Viktor Prasanna, Xiangru Tang, Xingyao Wang, Zhaoling Chen, Zhiwei Jiang

arxiv:2503.09089 v2 · 2025-03-12 · 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{GAIFV6HWBHEB4EHAEGAOFIU5CM}

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

7 papers in Pith

Code Isn't Memory: A Structural Codebase Index Inside a Coding Agent

Libra: Training the Environment for Agentic Information Retrieval

SWE-Explore: Benchmarking How Coding Agents Explore Repositories

LLM Agents Can See Code Repositories

Can Old Tests Do New Tricks for Resolving SWE Issues?

Receipt and verification

First computed	2026-07-05T10:55:32.184369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30105af8f609c81e10e02180e2a29d133ce71aacc9dc8ce6372c83550d10a032

Aliases

arxiv: 2503.09089 · arxiv_version: 2503.09089v2 · doi: 10.48550/arxiv.2503.09089 · pith_short_12: GAIFV6HWBHEB · pith_short_16: GAIFV6HWBHEB4EHA · pith_short_8: GAIFV6HW

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/GAIFV6HWBHEB4EHAEGAOFIU5CM \
  | 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: 30105af8f609c81e10e02180e2a29d133ce71aacc9dc8ce6372c83550d10a032

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4425aa85d7ec2c252975373f6662ea2d09952a0f691c0c84e6a284fa5f1396f6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-12T05:55:01Z",
    "title_canon_sha256": "33383290af82edf5977851a6986892270ef73fb75993388ba2592576ea67801c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.09089",
    "kind": "arxiv",
    "version": 2
  }
}