Pith Number

pith:7GDG34FF

pith:2022:7GDG34FF4JO5UIZVXDJG4H6P7K

not attested not anchored not stored refs pending

Language Models as Inductive Reasoners

Erik Cambria, Furu Wei, Hao Cheng, Jianfeng Gao, Li Dong, XiaoDong Liu, Xinya Du, Zonglin Yang

arxiv:2212.10923 v3 · 2022-12-21 · cs.CL · 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{7GDG34FF4JO5UIZVXDJG4H6P7K}

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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

3 papers in Pith

A Single Rewrite Suffices: Empirical Lessons from Production Skill Description Optimization

Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning

Strategy-Induct: Task-Level Strategy Induction for Instruction Generation

Receipt and verification

First computed	2026-07-05T07:40:50.876755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9866df0a5e25dda2335b8d26e1fcffaa5b9ecc2d72d4a1e2eabd5b4962234d3

Aliases

arxiv: 2212.10923 · arxiv_version: 2212.10923v3 · doi: 10.48550/arxiv.2212.10923 · pith_short_12: 7GDG34FF4JO5 · pith_short_16: 7GDG34FF4JO5UIZV · pith_short_8: 7GDG34FF

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/7GDG34FF4JO5UIZVXDJG4H6P7K \
  | 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: f9866df0a5e25dda2335b8d26e1fcffaa5b9ecc2d72d4a1e2eabd5b4962234d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a524087e1584e01de08cfc8d70d06d1f6016700a1eb21d9f972dc7521731f2a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-21T11:12:14Z",
    "title_canon_sha256": "c182fe857e8420ea2a27ee4cda8f41fd941d67042de968b7256c1b1834c55f2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10923",
    "kind": "arxiv",
    "version": 3
  }
}