Pith Number

pith:GRILJRWO

pith:2026:GRILJRWONQ6C4A7IMEOBSQYWHN

not attested not anchored not stored refs pending

CauTion: Knowing When to Trust LLMs for Ensemble Causal Discovery

Bo Peng, Chaochao Lu, Kaiwen Wu, Sirui Chen, Yu Qiao, Zhiheng Wang

arxiv:2606.03602 v1 · 2026-06-02 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GRILJRWONQ6C4A7IMEOBSQYWHN}

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	2026-06-03T01:06:02.078406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3450b4c6ce6c3c2e03e8611c1943163b592e017ecf7ab25f08a2371e6d4c554e

Aliases

arxiv: 2606.03602 · arxiv_version: 2606.03602v1 · doi: 10.48550/arxiv.2606.03602 · pith_short_12: GRILJRWONQ6C · pith_short_16: GRILJRWONQ6C4A7I · pith_short_8: GRILJRWO

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/GRILJRWONQ6C4A7IMEOBSQYWHN \
  | 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: 3450b4c6ce6c3c2e03e8611c1943163b592e017ecf7ab25f08a2371e6d4c554e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad60ed556e94bbf1e5585fc0bc16dc64158031df5e407ce35efbfb1fdcac84fe",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-02T13:07:43Z",
    "title_canon_sha256": "cab4edec06d48f21d800ec836a51cd0f78b2a0ba6650604ab270c6cc37b758aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03602",
    "kind": "arxiv",
    "version": 1
  }
}