Pith Number

pith:CMLQZHZF

pith:2024:CMLQZHZF52ZYEA6EEZ5KOO334M

not attested not anchored not stored refs pending

Core Knowledge Deficits in Multi-Modal Language Models

Bingyang Wang, Dezhi Luo, Haiyun Lyu, Haoran Sun, Hokin Deng, Nuno Vasconcelos, Qingying Gao, Robert D. Hawkins, Tal Golan, Tianwei Zhao, Yijiang Li

arxiv:2410.10855 v4 · 2024-10-06 · cs.CL · cs.AI · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CMLQZHZF52ZYEA6EEZ5KOO334M}

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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

4 papers in Pith

VisualFLIP: Do Predictions Depend on Task-Critical Visual Evidence in Multimodal Reasoning?

LEVANTE-bench: Multi-Scale Comparison of VLMs to Children Using Cognitive Tasks (or, "Is Your VLM Smarter Than a 5th Grader?")

SpatialAct: Probing Spatial Reasoning-to-Action Capabilities of VLM Agents in 3D Scenes

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Receipt and verification

First computed	2026-07-05T11:24:07.216410Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13170c9f25eeb38203c4267aa73b7be32448a922051493abea9a59b0c8340f3d

Aliases

arxiv: 2410.10855 · arxiv_version: 2410.10855v4 · doi: 10.48550/arxiv.2410.10855 · pith_short_12: CMLQZHZF52ZY · pith_short_16: CMLQZHZF52ZYEA6E · pith_short_8: CMLQZHZF

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/CMLQZHZF52ZYEA6EEZ5KOO334M \
  | 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: 13170c9f25eeb38203c4267aa73b7be32448a922051493abea9a59b0c8340f3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2830070db4ab5ee2a04680a4058e059efce8462757749bb0713badfcdd29088",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-06T20:13:11Z",
    "title_canon_sha256": "a13e86d11bef95b541ddd34b0700c54768f8a46bbc64943c486eb0521eb243e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.10855",
    "kind": "arxiv",
    "version": 4
  }
}