Pith Number

pith:KX2QI7WJ

pith:2024:KX2QI7WJBEZH3PJOXUYY2EDEDP

not attested not anchored not stored refs pending

Dual Traits in Probabilistic Reasoning of Large Language Models

Huaxia Rui, Shenxiong Li

arxiv:2412.11009 v1 · 2024-12-15 · cs.AI · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KX2QI7WJBEZH3PJOXUYY2EDEDP}

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	2026-07-05T09:49:25.958905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55f5047ec909327dbd2ebd318d10641bc731d0f2c2daf536bc3662995cc4b01e

Aliases

arxiv: 2412.11009 · arxiv_version: 2412.11009v1 · doi: 10.48550/arxiv.2412.11009 · pith_short_12: KX2QI7WJBEZH · pith_short_16: KX2QI7WJBEZH3PJO · pith_short_8: KX2QI7WJ

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/KX2QI7WJBEZH3PJOXUYY2EDEDP \
  | 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: 55f5047ec909327dbd2ebd318d10641bc731d0f2c2daf536bc3662995cc4b01e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea233644e2957e44c48ea87302423dd5cec46d739da9c27f021d857d953f895b",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-15T01:33:45Z",
    "title_canon_sha256": "35c2e379e78631804f791359082a4917fa8fd9bd8fa1032b6ce981bddd8084cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11009",
    "kind": "arxiv",
    "version": 1
  }
}