Pith Number

pith:HEZBPAT7

pith:2026:HEZBPAT7LXQQMBCPZKGY6FVODM

not attested not anchored not stored refs pending

Vibe Visualizing: How Visualization Novices Try (and Fail) to Generate and Interpret Visualizations with Conversational AI

Chifang Chou, Kwan-Liu Ma, Matthew Ward, Sam Yu-Te Lee, Xiwei Xuan, Yun-Hsin Kuo

arxiv:2606.08914 v1 · 2026-06-08 · 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{HEZBPAT7LXQQMBCPZKGY6FVODM}

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.

Receipt and verification

First computed	2026-06-09T02:07:47.016258Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

393217827f5de106044fca8d8f16ae1b1de6946a5fd0ffcf6b0a0973f5cf9974

Aliases

arxiv: 2606.08914 · arxiv_version: 2606.08914v1 · doi: 10.48550/arxiv.2606.08914 · pith_short_12: HEZBPAT7LXQQ · pith_short_16: HEZBPAT7LXQQMBCP · pith_short_8: HEZBPAT7

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/HEZBPAT7LXQQMBCPZKGY6FVODM \
  | 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: 393217827f5de106044fca8d8f16ae1b1de6946a5fd0ffcf6b0a0973f5cf9974

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f52fd157463435916dff9137459cc09dcda634f767adbff14c081aa3ec40075d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2026-06-08T01:29:22Z",
    "title_canon_sha256": "3fa8ec50f948bb51fb1006217cdebbd7294864922f25693a48713101767272c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08914",
    "kind": "arxiv",
    "version": 1
  }
}