Pith Number

pith:DSGNU7YX

pith:2025:DSGNU7YX65PMLZJERMR5Q5POWY

not attested not anchored not stored refs pending

Reasoning Multimodal Large Language Model: Data Contamination and Dynamic Evaluation

Ming Liu, Wensheng Zhang

arxiv:2506.07202 v1 · 2025-06-08 · 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{DSGNU7YX65PMLZJERMR5Q5POWY}

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

1 paper in Pith

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning

Receipt and verification

First computed	2026-07-05T11:18:03.433290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c8cda7f17f75ec5e5248b23d875eeb62dcbc4868ea172e8604d380577905eb1

Aliases

arxiv: 2506.07202 · arxiv_version: 2506.07202v1 · doi: 10.48550/arxiv.2506.07202 · pith_short_12: DSGNU7YX65PM · pith_short_16: DSGNU7YX65PMLZJE · pith_short_8: DSGNU7YX

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/DSGNU7YX65PMLZJERMR5Q5POWY \
  | 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: 1c8cda7f17f75ec5e5248b23d875eeb62dcbc4868ea172e8604d380577905eb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1795081b0f2c1f21ff98ac290c4ed50daaa5f25d9a994c43ea393e78fe6ca13",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-08T15:52:38Z",
    "title_canon_sha256": "ec291dc7d6e7332f0117f3d649940c934580ec29a728345168665c0fddb9d0c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07202",
    "kind": "arxiv",
    "version": 1
  }
}