Pith Number

pith:56TB5QA7

pith:2026:56TB5QA74AYGCRV2Y2S5QSPAV5

not attested not anchored not stored refs pending

MM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization

Andrew Gong, Boyu Feng, Hai Lin, Hai-Tao Zheng, Hao Su, Jiaying Zhou, Shaoxiong Zhan, Shi Hu, Yunyun Hou, Zhengda Zhou

arxiv:2607.15205 v1 · 2026-07-16 · 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{56TB5QA74AYGCRV2Y2S5QSPAV5}

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	2026-07-17T01:22:14.469219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efa61ec01fe0306146bac6a5d849e0af6a17ad8bb844601aa92128fe65157c4f

Aliases

arxiv: 2607.15205 · arxiv_version: 2607.15205v1 · doi: 10.48550/arxiv.2607.15205 · pith_short_12: 56TB5QA74AYG · pith_short_16: 56TB5QA74AYGCRV2 · pith_short_8: 56TB5QA7

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/56TB5QA74AYGCRV2Y2S5QSPAV5 \
  | 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: efa61ec01fe0306146bac6a5d849e0af6a17ad8bb844601aa92128fe65157c4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2c8dbba9f7f2b417b7328e0f8b2ee61e77902772e2f8d32435aacafa55d50dc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-16T17:02:25Z",
    "title_canon_sha256": "633ac3e3d464088f20343fbb30fbf80f90f4dc809bee68116a16fde73df4e8fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.15205",
    "kind": "arxiv",
    "version": 1
  }
}