Pith Number

pith:MWD4ENJA

pith:2024:MWD4ENJAZTE7J5S2EKJURBMXVI

not attested not anchored not stored refs pending

Multimodal Causal Reasoning Benchmark: Challenging Vision Large Language Models to Discern Causal Links Across Modalities

Ao Ma, Chaoyi Zhang, Dongnan Liu, Heng Wang, Jieting Long, Weidong Cai, Zhiyuan Li

arxiv:2408.08105 v4 · 2024-08-15 · cs.CV · 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{MWD4ENJAZTE7J5S2EKJURBMXVI}

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

What-If World: A Causal Benchmark for General World Models in Embodied Scenarios

DeepSight: Long-Horizon World Modeling via Latent States Prediction for End-to-End Autonomous Driving

Receipt and verification

First computed	2026-07-05T11:10:00.337905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6587c23520ccc9f4f65a2293488597aa29bb82bdb7dc1a4f0ce3068b21ed5b04

Aliases

arxiv: 2408.08105 · arxiv_version: 2408.08105v4 · doi: 10.48550/arxiv.2408.08105 · pith_short_12: MWD4ENJAZTE7 · pith_short_16: MWD4ENJAZTE7J5S2 · pith_short_8: MWD4ENJA

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/MWD4ENJAZTE7J5S2EKJURBMXVI \
  | 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: 6587c23520ccc9f4f65a2293488597aa29bb82bdb7dc1a4f0ce3068b21ed5b04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3cb0b41fc59f816ac9d8358c1dfad451bd0759e4e714dca38dd77c5af7cb493",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-15T12:04:32Z",
    "title_canon_sha256": "7a538a3833b1b63312eb421627affb99497d4200af62ad16664798f25c79f52b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08105",
    "kind": "arxiv",
    "version": 4
  }
}