Pith Number

pith:V2YHWSBQ

pith:2026:V2YHWSBQNRC6JRHZXLQGR6SVGM

not attested not anchored not stored refs pending

SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents

Bei Wang, Chaoli Wang, David Lenz, Guoxi Liu, Haichao Miao, Hanqi Guo, Helgi I. Ingolfsson, Hongfeng Yu, Jianxin Sun, Kaiyuan Tang, Kuangshi Ai, Michael Molash, Nathaniel Gorski, Shusen Liu, Teja Leburu, Tom Peterka

arxiv:2603.29139 v2 · 2026-03-31 · cs.AI · cs.GR · 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{V2YHWSBQNRC6JRHZXLQGR6SVGM}

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

4 papers in Pith

Toward AI VIS Co-Scientists: A General and End-to-End Agent Harness for Solving Complex Data Visualization Tasks

Rongzai agent: A Large Language Model-Based Autonomous Assistant for Rietveld Refinement of Neutron Diffraction Data

Exploring LLM Agent Designs and Interaction Modalities for Scientific Visualization

Receipt and verification

First computed	2026-06-30T00:15:09.631586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aeb07b48306c45e4c4f9bae068fa553330920fa9f407da98e2a2e72812d333cf

Aliases

arxiv: 2603.29139 · arxiv_version: 2603.29139v2 · doi: 10.48550/arxiv.2603.29139 · pith_short_12: V2YHWSBQNRC6 · pith_short_16: V2YHWSBQNRC6JRHZ · pith_short_8: V2YHWSBQ

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/V2YHWSBQNRC6JRHZXLQGR6SVGM \
  | 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: aeb07b48306c45e4c4f9bae068fa553330920fa9f407da98e2a2e72812d333cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f22aeb20e02fa06f303449c0f894d458df069f119e33b5783f47451fa3645dc6",
    "cross_cats_sorted": [
      "cs.GR",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-03-31T01:41:28Z",
    "title_canon_sha256": "0b6a8860e1fb4365c1988d98d1d505b205b7132c773290634190868fd485cd16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.29139",
    "kind": "arxiv",
    "version": 2
  }
}