Pith Number

pith:ABW67QLA

pith:2025:ABW67QLAEV7JCWZDLLLGVW5YRV

not attested not anchored not stored refs pending

Agent-Centric Personalized Multiple Clustering with Multi-Modal LLMs

Mingming Gong, Riheng Zhu, Yiqun Duan, Zhenbang Sun, Ziye Chen

arxiv:2503.22241 v3 · 2025-03-28 · 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{ABW67QLAEV7JCWZDLLLGVW5YRV}

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

2 papers in Pith

Universal Guideline-Driven Image Clustering via a Hybrid LLM Agent

Agentic Clustering: Controllable Text Taxonomies via Multi-Agent Refinement

Receipt and verification

First computed	2026-07-05T11:10:55.001826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

006defc160257e915b235ad66adbb88d64cdd489e23bfc72e115e7cf5b5e5d7c

Aliases

arxiv: 2503.22241 · arxiv_version: 2503.22241v3 · doi: 10.48550/arxiv.2503.22241 · pith_short_12: ABW67QLAEV7J · pith_short_16: ABW67QLAEV7JCWZD · pith_short_8: ABW67QLA

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/ABW67QLAEV7JCWZDLLLGVW5YRV \
  | 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: 006defc160257e915b235ad66adbb88d64cdd489e23bfc72e115e7cf5b5e5d7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d1c25563d3b1d57ea5eab22793c8b7c30b21ef7070d5051fe134917f24c4d49",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-28T08:45:15Z",
    "title_canon_sha256": "69f8ae882864c51211330699dd4f69f225161c40761c4f02894055adbfad4273"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22241",
    "kind": "arxiv",
    "version": 3
  }
}