Pith Number

pith:6U5BBQIX

pith:2024:6U5BBQIXLK2RKI2YA7TLMS22IO

not attested not anchored not stored refs pending

InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

Abhay Puri, Alexandre Drouin, Alexandre Lacoste, Amirhossein Abaskohi, Christopher Pal, David Vazquez, Gaurav Sahu, Issam Hadj Laradji, Juan Rodriguez, Mohammad Chegini, Nicolas Chapados, Perouz Taslakian, Sai Rajeswar Mudumba, Valentina Zantedeschi

arxiv:2407.06423 v4 · 2024-07-08 · 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{6U5BBQIXLK2RKI2YA7TLMS22IO}

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

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

Behavioral Intelligence Platforms: From Event Streams to Autonomous Insight via Probabilistic Journey Graphs, Behavioral Knowledge Extraction, and Grounded Language Generation

Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent

Receipt and verification

First computed	2026-07-05T10:21:03.795082Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f53a10c1175ab515235807e6b64b5a43b2ff28ad71bbb5a4e5ee0da5dc6cb85b

Aliases

arxiv: 2407.06423 · arxiv_version: 2407.06423v4 · doi: 10.48550/arxiv.2407.06423 · pith_short_12: 6U5BBQIXLK2R · pith_short_16: 6U5BBQIXLK2RKI2Y · pith_short_8: 6U5BBQIX

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/6U5BBQIXLK2RKI2YA7TLMS22IO \
  | 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: f53a10c1175ab515235807e6b64b5a43b2ff28ad71bbb5a4e5ee0da5dc6cb85b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d3eb8967d5a7a51251ecdd18fdc67a4d2fd0635d172265c6bad9b496ef7904c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-08T22:06:09Z",
    "title_canon_sha256": "d802bfa1a23197d36545d33c318de7fba9132b9025316b50414b239cacb498ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.06423",
    "kind": "arxiv",
    "version": 4
  }
}