Pith Number

pith:KWMJ3EXJ

pith:2024:KWMJ3EXJVJIY5QTB3GG3FDVCNN

not attested not anchored not stored refs pending

CausalEval: Towards Better Causal Reasoning in Language Models

Dawei Li, Delin Chen, Liangming Pan, Longxuan Yu, Qingyang Wu, Qingzhen Liu, Siheng Xiong, Xiaoze Liu, Zhikai Chen

arxiv:2410.16676 v4 · 2024-10-22 · 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{KWMJ3EXJVJIY5QTB3GG3FDVCNN}

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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

2 papers in Pith

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning

Receipt and verification

First computed	2026-07-05T10:15:46.699083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55989d92e9aa518ec261d98db28ea26b7490223c303298a6192dc10711f9a657

Aliases

arxiv: 2410.16676 · arxiv_version: 2410.16676v4 · doi: 10.48550/arxiv.2410.16676 · pith_short_12: KWMJ3EXJVJIY · pith_short_16: KWMJ3EXJVJIY5QTB · pith_short_8: KWMJ3EXJ

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/KWMJ3EXJVJIY5QTB3GG3FDVCNN \
  | 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: 55989d92e9aa518ec261d98db28ea26b7490223c303298a6192dc10711f9a657

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3910afb325050e66c6625ba79974aa7048b9a02d666ce1f051b6f3b20a1801ce",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-22T04:18:19Z",
    "title_canon_sha256": "1bfc7a1bf34bd50e4a34011d18512ead52f19cebd0ba4bafeeb1be16405fe99a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16676",
    "kind": "arxiv",
    "version": 4
  }
}