Pith Number

pith:OCWIVE2F

pith:2023:OCWIVE2FHR566E77E5B6I2YS6D

not attested not anchored not stored refs pending

Improving Large Language Models in Event Relation Logical Prediction

Dongsheng Li, Kaitao Song, Meiqi Chen, Yan Zhang, Yixin Cao, Yubo Ma

arxiv:2310.09158 v2 · 2023-10-13 · 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{OCWIVE2FHR566E77E5B6I2YS6D}

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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

Synergizing Logical Reasoning, Knowledge Management and Collaboration in Multi-Agent LLM System

Receipt and verification

First computed	2026-07-05T08:53:52.125212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70ac8a93453c7bef13ff2743e46b12f0d1843ab53b37558c2e5389791677ac85

Aliases

arxiv: 2310.09158 · arxiv_version: 2310.09158v2 · doi: 10.48550/arxiv.2310.09158 · pith_short_12: OCWIVE2FHR56 · pith_short_16: OCWIVE2FHR566E77 · pith_short_8: OCWIVE2F

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/OCWIVE2FHR566E77E5B6I2YS6D \
  | 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: 70ac8a93453c7bef13ff2743e46b12f0d1843ab53b37558c2e5389791677ac85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "534c301ad6e55bb31947be872bf65e19dbd7d49fa00eebe3ff1dbf96e8585321",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-13T14:53:06Z",
    "title_canon_sha256": "c36715983d3643bf72b2a4b0bc78fef987665d7aea23f536c96c52d5f60e3570"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09158",
    "kind": "arxiv",
    "version": 2
  }
}