Pith Number

pith:OEZYPUPO

pith:2024:OEZYPUPOB77FHRKWHAQWSRJTYG

not attested not anchored not stored refs pending

Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation

Fanshuo Zeng, Jiawei Yao, Xiaofeng Zhang, Yihao Quan, Zheng Hui

arxiv:2412.09817 v1 · 2024-12-13 · cs.CV · 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{OEZYPUPOB77FHRKWHAQWSRJTYG}

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	2026-07-05T09:48:41.999626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

713387d1ee0ffe53c5563821694533c1a24965f5c89b865bbff4b056c1a97441

Aliases

arxiv: 2412.09817 · arxiv_version: 2412.09817v1 · doi: 10.48550/arxiv.2412.09817 · pith_short_12: OEZYPUPOB77F · pith_short_16: OEZYPUPOB77FHRKW · pith_short_8: OEZYPUPO

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/OEZYPUPOB77FHRKWHAQWSRJTYG \
  | 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: 713387d1ee0ffe53c5563821694533c1a24965f5c89b865bbff4b056c1a97441

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92cfe49cff894f46726a44b20caee67c4cdd2ff63056896d4adc42873a2199a2",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-13T03:13:44Z",
    "title_canon_sha256": "901f951dff1ad0b0d450c90c4dfd146bd207dcb9c70d5e7ecf9fe46be291d46e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09817",
    "kind": "arxiv",
    "version": 1
  }
}