Pith Number

pith:65QU7C43

pith:2024:65QU7C436DY3WSQ6TBKCUZSL4U

not attested not anchored not stored refs pending

Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Baosong Yang, Derek F. Wong, Pei Zhang, Rui Wang, Yiming Wang

arxiv:2410.13640 v2 · 2024-10-17 · 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{65QU7C436DY3WSQ6TBKCUZSL4U}

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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

6 papers in Pith

DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning

Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR

PAIR: Prefix-Aware Internal Reward Model for Multi-Turn Agent Optimization

On the Overscaling Curse of Parallel Thinking: System Efficacy Contradicts Sample Efficiency

Learning Uncertainty from Sequential Internal Dispersion in Large Language Models

Receipt and verification

First computed	2026-07-05T10:30:25.013917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7614f8b9bf0f1bb4a1e98542a664be52c07064b88dcf3ec2515ad612baa978d

Aliases

arxiv: 2410.13640 · arxiv_version: 2410.13640v2 · doi: 10.48550/arxiv.2410.13640 · pith_short_12: 65QU7C436DY3 · pith_short_16: 65QU7C436DY3WSQ6 · pith_short_8: 65QU7C43

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/65QU7C436DY3WSQ6TBKCUZSL4U \
  | 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: f7614f8b9bf0f1bb4a1e98542a664be52c07064b88dcf3ec2515ad612baa978d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b2d5f69105d996c11f39b05710911aebff98a06b3c7285238a1c095788998d7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-17T15:09:24Z",
    "title_canon_sha256": "5c65e827faa925625683e03fea9900a76a1e8eeb676df55e3ed5cc691a099a06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13640",
    "kind": "arxiv",
    "version": 2
  }
}