Pith Number

pith:S4AVSFP2

pith:2023:S4AVSFP2GGP4SQU2ADNV5SEZMU

not attested not anchored not stored refs pending

Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond

Erik Cambria, Fangzhi Xu, Jiawei Han, Jun Liu, Qika Lin, Tianzhe Zhao

arxiv:2306.09841 v4 · 2023-06-16 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S4AVSFP2GGP4SQU2ADNV5SEZMU}

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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

1 paper in Pith

Math Natural Language Inference: this should be easy!

Receipt and verification

First computed	2026-07-05T09:06:54.069262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97015915fa319fc9429a00db5ec899653a0fd1f82ccf4940bfbdb64d35f54741

Aliases

arxiv: 2306.09841 · arxiv_version: 2306.09841v4 · doi: 10.48550/arxiv.2306.09841 · pith_short_12: S4AVSFP2GGP4 · pith_short_16: S4AVSFP2GGP4SQU2 · pith_short_8: S4AVSFP2

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/S4AVSFP2GGP4SQU2ADNV5SEZMU \
  | 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: 97015915fa319fc9429a00db5ec899653a0fd1f82ccf4940bfbdb64d35f54741

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0135b4be22e6048feffe5488e5ac68ad5eeb2cd3cf380ed1cd04807fd0603a2d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-16T13:39:35Z",
    "title_canon_sha256": "acf05028a2585322453900932cbe05db92daa5cc7465ac33c19c33311476bc18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09841",
    "kind": "arxiv",
    "version": 4
  }
}