Pith Number

pith:M5JGAZVE

pith:2026:M5JGAZVEM5SD2YLPWSKE64RZJV

not attested not anchored not stored refs pending

How Do LLMs Read Bug Reports? An Empirical Study of Attention in LLMs for Automated Program Repair

Irene Manotas, Luca Buratti, Preetha Chatterjee, Ramtin Ehsani, Saurabh Pujar

arxiv:2607.25873 v1 · 2026-07-28 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M5JGAZVEM5SD2YLPWSKE64RZJV}

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.

Receipt and verification

First computed	2026-07-29T01:26:08.049221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67526066a467643d616fb4944f72394d411c07f339e9151a73b92a4162cea702

Aliases

arxiv: 2607.25873 · arxiv_version: 2607.25873v1 · doi: 10.48550/arxiv.2607.25873 · pith_short_12: M5JGAZVEM5SD · pith_short_16: M5JGAZVEM5SD2YLP · pith_short_8: M5JGAZVE

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/M5JGAZVEM5SD2YLPWSKE64RZJV \
  | 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: 67526066a467643d616fb4944f72394d411c07f339e9151a73b92a4162cea702

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a93b8173095f12ecd8fea0b0c178eb3b51203021a1fb2ddf00e01b3ea0ddd6df",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-28T15:38:12Z",
    "title_canon_sha256": "7dd7fa71b4d1997af70c0a9d1c4d93f62f29c7f52f11cd305f4a59f5b8ab299a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.25873",
    "kind": "arxiv",
    "version": 1
  }
}