Pith Number

pith:TJD4ZQGS

pith:2023:TJD4ZQGSBKCRB32SLHQRUGDKJO

not attested not anchored not stored refs pending

Some things are more CRINGE than others: Iterative Preference Optimization with the Pairwise Cringe Loss

Andrew Lee, Jason Weston, Jing Xu, Sainbayar Sukhbaatar

arxiv:2312.16682 v2 · 2023-12-27 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TJD4ZQGSBKCRB32SLHQRUGDKJO}

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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

7 papers in Pith

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World Feedback for Clinical Agents: Diagnosing RL in FHIR Environments

UNA: A Unified Supervised Framework for Efficient LLM Alignment Across Feedback Types

Failure Modes of Maximum Entropy RLHF

Boosting Reinforcement Learning with Verifiable Rewards via Randomly Selected Few-Shot Guidance

Receipt and verification

First computed	2026-07-05T08:10:59.829100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a47ccc0d20a8510ef5259e11a186a4b9b1fc19c073306c5763f7528d403961b

Aliases

arxiv: 2312.16682 · arxiv_version: 2312.16682v2 · doi: 10.48550/arxiv.2312.16682 · pith_short_12: TJD4ZQGSBKCR · pith_short_16: TJD4ZQGSBKCRB32S · pith_short_8: TJD4ZQGS

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/TJD4ZQGSBKCRB32SLHQRUGDKJO \
  | 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: 9a47ccc0d20a8510ef5259e11a186a4b9b1fc19c073306c5763f7528d403961b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb43e9394dc2478bebc3d0e8f64e426d7edaf5ca101c9c5c904566f12ea0d7a0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-27T18:53:09Z",
    "title_canon_sha256": "70ce8c02607e37fa7013f5824e95e60c6bbb921c726867a704d519efc7fdc6b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16682",
    "kind": "arxiv",
    "version": 2
  }
}