Pith Number

pith:7JXLSP7T

pith:2023:7JXLSP7TIFWZU3RDWHFO545S65

not attested not anchored not stored refs pending

LLMs cannot find reasoning errors, but can correct them given the error location

Gladys Tyen, Hassan Mansoor, Peter Chen, Tony Mak, Victor C\u{a}rbune

arxiv:2311.08516 v3 · 2023-11-14 · cs.AI · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7JXLSP7TIFWZU3RDWHFO545S65}

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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

9 papers in Pith

ATTAIN: Automated Exploit Failure Analysis through Trace-Driven Diff Analysis

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination

Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs

The Self-Correction Illusion: LLMs Correct Others but Not Themselves

Gemma 3 Technical Report

Receipt and verification

First computed	2026-07-05T08:27:00.263012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa6eb93ff3416d9a6e23b1caeef3b2f77712642a2edd5cff2c40092acf34de5a

Aliases

arxiv: 2311.08516 · arxiv_version: 2311.08516v3 · doi: 10.48550/arxiv.2311.08516 · pith_short_12: 7JXLSP7TIFWZ · pith_short_16: 7JXLSP7TIFWZU3RD · pith_short_8: 7JXLSP7T

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/7JXLSP7TIFWZU3RDWHFO545S65 \
  | 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: fa6eb93ff3416d9a6e23b1caeef3b2f77712642a2edd5cff2c40092acf34de5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d311493af79df1487cd825cd225b15fc7e5d2e0c16f80c371e63461fd704c622",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-11-14T20:12:38Z",
    "title_canon_sha256": "19fd9dbc17d041370882cfef716d784c7e99358d21ec76a8fcc127750e147783"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08516",
    "kind": "arxiv",
    "version": 3
  }
}