Pith Number

pith:ZJEDA2RA

pith:2023:ZJEDA2RAJB3MIGM5PZMKGI6SAP

not attested not anchored not stored refs pending

Optimizing Data-driven Causal Discovery Using Knowledge-guided Search

Md Osman Gani, Uzma Hasan

arxiv:2304.05493 v2 · 2023-04-11 · 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{ZJEDA2RAJB3MIGM5PZMKGI6SAP}

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

ORCA: An End-to-End Interactive Copilot for Optimized Root Cause Analysis

Score-matching-based Structure Learning for Temporal Data on Networks

PerCaM-Health: Personalized Dynamic Causal Graphs for Healthcare Reasoning

Receipt and verification

First computed	2026-07-05T08:40:53.073229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca48306a204876c4199d7e58a323d203dab9612ca35c5c7466f48a1cda49daa0

Aliases

arxiv: 2304.05493 · arxiv_version: 2304.05493v2 · doi: 10.48550/arxiv.2304.05493 · pith_short_12: ZJEDA2RAJB3M · pith_short_16: ZJEDA2RAJB3MIGM5 · pith_short_8: ZJEDA2RA

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/ZJEDA2RAJB3MIGM5PZMKGI6SAP \
  | 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: ca48306a204876c4199d7e58a323d203dab9612ca35c5c7466f48a1cda49daa0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38f0248dcc3aee8b3a2c6380e216b0554522732799e34615619631dd48116f62",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-04-11T20:56:33Z",
    "title_canon_sha256": "e1f7002ce0130c05103b27bf4b9d06b2d2de3eeb644d423799328d2b8bec3111"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.05493",
    "kind": "arxiv",
    "version": 2
  }
}