Pith Number

pith:ZV5ETUEN

pith:2024:ZV5ETUENZTOH2ZDQ6DPNL4EJJ3

not attested not anchored not stored refs pending

ALCM: Autonomous LLM-Augmented Causal Discovery Framework

Amir M. Rahmani, Elahe Khatibi, Iman Azimi, Mahyar Abbasian, Zhongqi Yang

arxiv:2405.01744 v2 · 2024-05-02 · cs.LG · cs.AI · cs.CL · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZV5ETUENZTOH2ZDQ6DPNL4EJJ3}

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

1 paper in Pith

Eliciting associations between clinical variables from LLMs via comparison questions across populations

Receipt and verification

First computed	2026-07-05T10:50:08.327847Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd7a49d08dccdc7d6470f0ded5f0894ec9bdbdf057d1854fb67a2cdac16c4a07

Aliases

arxiv: 2405.01744 · arxiv_version: 2405.01744v2 · doi: 10.48550/arxiv.2405.01744 · pith_short_12: ZV5ETUENZTOH · pith_short_16: ZV5ETUENZTOH2ZDQ · pith_short_8: ZV5ETUEN

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/ZV5ETUENZTOH2ZDQ6DPNL4EJJ3 \
  | 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: cd7a49d08dccdc7d6470f0ded5f0894ec9bdbdf057d1854fb67a2cdac16c4a07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7251721fcd72e473e432abd991cca52015766c7ad2e4f4760700661725d5013f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-02T21:27:45Z",
    "title_canon_sha256": "0848522030d5d4c01c5cb05ff0f2cb69444423d366c715492b7062dc530b97a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01744",
    "kind": "arxiv",
    "version": 2
  }
}