Pith Number

pith:FFRAJMLD

pith:2024:FFRAJMLDOSSKXOUJXLEISQFNHJ

not attested not anchored not stored refs pending

Large Language Models Are Self-Taught Reasoners: Enhancing LLM Applications via Tailored Problem-Solving Demonstrations

Jinyoung Yeo, Kai Tzu-iunn Ong, Taeyoon Kwon

arxiv:2408.12315 v1 · 2024-08-22 · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{FFRAJMLDOSSKXOUJXLEISQFNHJ}

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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

MC-NEST: Enhancing Mathematical Reasoning in Large Language Models leveraging a Monte Carlo Self-Refine Tree

Receipt and verification

First computed	2026-07-05T08:58:07.452394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

296204b16374a4abba89bac88940ad3a7fc17dae36278f542898e950e257fcd0

Aliases

arxiv: 2408.12315 · arxiv_version: 2408.12315v1 · doi: 10.48550/arxiv.2408.12315 · pith_short_12: FFRAJMLDOSSK · pith_short_16: FFRAJMLDOSSKXOUJ · pith_short_8: FFRAJMLD

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/FFRAJMLDOSSKXOUJXLEISQFNHJ \
  | 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: 296204b16374a4abba89bac88940ad3a7fc17dae36278f542898e950e257fcd0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9619f1c338f560c575ca8097f3974d2aea280fcb3a306b9c7ffc080384d45f86",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-22T11:41:35Z",
    "title_canon_sha256": "2894b5f5a619dd96c22d00bdc63f8f3435fde62a1219336af48c02825ef13676"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12315",
    "kind": "arxiv",
    "version": 1
  }
}