Pith Number

pith:EL54OW3G

pith:2025:EL54OW3GGY5EUTR3VGHS4IOQLF

not attested not anchored not stored refs pending

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics

Mohannad Elhamod, Ran Zhang

arxiv:2505.23695 v1 · 2025-05-29 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EL54OW3GGY5EUTR3VGHS4IOQLF}

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

3 papers in Pith

Data Analysis in the Wild: Benchmarking Large Language Models Against Real-World Data Complexities

Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems

Autark: A Serverless Toolkit for Prototyping Urban Visual Analytics Systems

Receipt and verification

First computed	2026-07-05T11:12:12.773476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22fbc75b66363a4a4e3ba98f2e21d0594b1a18f735d0d6fb589019dd4195a49c

Aliases

arxiv: 2505.23695 · arxiv_version: 2505.23695v1 · doi: 10.48550/arxiv.2505.23695 · pith_short_12: EL54OW3GGY5E · pith_short_16: EL54OW3GGY5EUTR3 · pith_short_8: EL54OW3G

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/EL54OW3GGY5EUTR3VGHS4IOQLF \
  | 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: 22fbc75b66363a4a4e3ba98f2e21d0594b1a18f735d0d6fb589019dd4195a49c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f60b5703009f6be1b135c5803af900d287cb3b80dbb4e9d092f75a531e08a46a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-29T17:32:15Z",
    "title_canon_sha256": "5d4cba3b4dea39491796448f71646d50f5046284447cffb4b6ac6fe61eb64972"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23695",
    "kind": "arxiv",
    "version": 1
  }
}