Pith Number

pith:MPAELKDI

pith:2024:MPAELKDIAUAURJ2AU6VXPYECFQ

not attested not anchored not stored refs pending

Self-Training Meets Consistency: Improving LLMs' Reasoning with Consistency-Driven Rationale Evaluation

Jaehyeok Lee, JinYeong Bak, Keisuke Sakaguchi

arxiv:2411.06387 v4 · 2024-11-10 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MPAELKDIAUAURJ2AU6VXPYECFQ}

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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

PRISMA: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues

Receipt and verification

First computed	2026-07-05T10:10:09.707346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63c045a868050148a740a7ab77e0822c38d4feafb6e38b761458dac2b4020480

Aliases

arxiv: 2411.06387 · arxiv_version: 2411.06387v4 · doi: 10.48550/arxiv.2411.06387 · pith_short_12: MPAELKDIAUAU · pith_short_16: MPAELKDIAUAURJ2A · pith_short_8: MPAELKDI

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/MPAELKDIAUAURJ2AU6VXPYECFQ \
  | 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: 63c045a868050148a740a7ab77e0822c38d4feafb6e38b761458dac2b4020480

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5237d915eecc3cd88507c178763ea81bc3b241b86bf78a722a2ee67466f7d80",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-10T08:11:05Z",
    "title_canon_sha256": "88d0a2f75aed19c6186437e01eb6a4629fe56dc414f4865a8e1a0d7f48e7298e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.06387",
    "kind": "arxiv",
    "version": 4
  }
}