Pith Number

pith:F75FGJOS

pith:2024:F75FGJOSXC2WJPDGYFEYZY7KUD

not attested not anchored not stored refs pending

The Visualization JUDGE : Can Multimodal Foundation Models Guide Visualization Design Through Visual Perception?

Matthew Berger, Shusen Liu

arxiv:2410.04280 v1 · 2024-10-05 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F75FGJOSXC2WJPDGYFEYZY7KUD}

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

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Receipt and verification

First computed	2026-07-05T09:16:32.295819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ffa5325d2b8b564bc66c1498ce3eaa0dca090341679a39301ff998bc2a4dc6b

Aliases

arxiv: 2410.04280 · arxiv_version: 2410.04280v1 · doi: 10.48550/arxiv.2410.04280 · pith_short_12: F75FGJOSXC2W · pith_short_16: F75FGJOSXC2WJPDG · pith_short_8: F75FGJOS

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/F75FGJOSXC2WJPDGYFEYZY7KUD \
  | 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: 2ffa5325d2b8b564bc66c1498ce3eaa0dca090341679a39301ff998bc2a4dc6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbebebc6d0150b37f987ed5c29b70572fcca53474ca4b91970374145bdb8f897",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-10-05T20:30:55Z",
    "title_canon_sha256": "060dc3e0651dbb3ce0506d01996338d168462d77984772fbfe50106c54164cb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04280",
    "kind": "arxiv",
    "version": 1
  }
}