Pith Number

pith:RMBKLCLB

pith:2024:RMBKLCLBP3KOI7HAPHJSAZ2XPT

not attested not anchored not stored refs pending

Self-Consistency Preference Optimization

Archiki Prasad, Jane Yu, Jason Weston, Jing Xu, Maryam Fazel-Zarandi, Mohit Bansal, Richard Yuanzhe Pang, Sainbayar Sukhbaatar, Weizhe Yuan

arxiv:2411.04109 v3 · 2024-11-06 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RMBKLCLBP3KOI7HAPHJSAZ2XPT}

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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

4 papers in Pith

Reasoning Portability: Guiding Continual Learning for MLLMs in the RLVR Era

TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination

VLA-ATTC: Adaptive Test-Time Compute for VLA Models with Relative Action Critic Model

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs

Receipt and verification

First computed	2026-07-05T11:32:20.538710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b02a589617ed4e47ce079d32067577ceb5dbe3fc8f6534762cda423d1b40817

Aliases

arxiv: 2411.04109 · arxiv_version: 2411.04109v3 · doi: 10.48550/arxiv.2411.04109 · pith_short_12: RMBKLCLBP3KO · pith_short_16: RMBKLCLBP3KOI7HA · pith_short_8: RMBKLCLB

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/RMBKLCLBP3KOI7HAPHJSAZ2XPT \
  | 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: 8b02a589617ed4e47ce079d32067577ceb5dbe3fc8f6534762cda423d1b40817

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ddd3cfb4e9c1f335f4ece327a2dda01b3dca1b8547f189c9ed83ea4a7afe3cc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-06T18:36:22Z",
    "title_canon_sha256": "b5d37663db8810356d7e7f3633d2aeb90ed6008ea9d886cfe27ce1bac5f230c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04109",
    "kind": "arxiv",
    "version": 3
  }
}