Pith Number

pith:XVYWMVJL

pith:2025:XVYWMVJLSCBP6E3MNSCHAZFN4D

not attested not anchored not stored refs pending

Towards Understanding Graphical Perception in Large Multimodal Models

Chandan Singh, Chenglong Wang, Jeevana Priya Inala, Jianfeng Gao, Jianwei Yang, Kai Zhang, Yu Su

arxiv:2503.10857 v1 · 2025-03-13 · cs.GR · cs.AI · cs.CL · 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{XVYWMVJLSCBP6E3MNSCHAZFN4D}

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

More Accurate, Less Human: Gestalt Grouping in Vision Models

Receipt and verification

First computed	2026-07-05T10:31:07.117423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd7166552b9082ff136c6c847064ade0f38ea0e2279ad4248d4cd6d6572aec28

Aliases

arxiv: 2503.10857 · arxiv_version: 2503.10857v1 · doi: 10.48550/arxiv.2503.10857 · pith_short_12: XVYWMVJLSCBP · pith_short_16: XVYWMVJLSCBP6E3M · pith_short_8: XVYWMVJL

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/XVYWMVJLSCBP6E3MNSCHAZFN4D \
  | 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: bd7166552b9082ff136c6c847064ade0f38ea0e2279ad4248d4cd6d6572aec28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "925ad4832b46335733c21812b60a6d9d251f843ad9d75ffcd6463f36ca0d4dc5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GR",
    "submitted_at": "2025-03-13T20:13:39Z",
    "title_canon_sha256": "accb7dceccb991bba37130fefe7ecc29c4e41457dce6cc216c6a81e103c46410"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10857",
    "kind": "arxiv",
    "version": 1
  }
}