Pith Number

pith:XHED7ZH4

pith:2023:XHED7ZH4CVCKIOPSDCL4BT5NJV

not attested not anchored not stored refs pending

Fine-Grained Human Feedback Gives Better Rewards for Language Model Training

Alane Suhr, Hannaneh Hajishirzi, Mari Ostendorf, Noah A. Smith, Nouha Dziri, Prithviraj Ammanabrolu, Weijia Shi, Yushi Hu, Zeqiu Wu

arxiv:2306.01693 v2 · 2023-06-02 · 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{XHED7ZH4CVCKIOPSDCL4BT5NJV}

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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

10 papers in Pith

What Do People Actually Want From AI? Mapping Preference Plurality

Reinforcing Human Behavior Simulation via Verbal Feedback

Deep Pre-Alignment for VLMs

Evalet: Evaluating Large Language Models through Functional Fragmentation

Chain-of-Verification Reduces Hallucination in Large Language Models

Receipt and verification

First computed	2026-07-05T07:06:29.170613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9c83fe4fc1544a439f21897c0cfad4d716d2c31f923c2d3715de71dc0325558

Aliases

arxiv: 2306.01693 · arxiv_version: 2306.01693v2 · doi: 10.48550/arxiv.2306.01693 · pith_short_12: XHED7ZH4CVCK · pith_short_16: XHED7ZH4CVCKIOPS · pith_short_8: XHED7ZH4

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/XHED7ZH4CVCKIOPSDCL4BT5NJV \
  | 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: b9c83fe4fc1544a439f21897c0cfad4d716d2c31f923c2d3715de71dc0325558

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a4c5877b5736f2a708e99e01f080a8fcf2ee6077e62de62349d5c91059bb718",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-02T17:11:37Z",
    "title_canon_sha256": "2af15a2d0e8ab8c746885e80d4d81c0aeed32c07892d205b00226f1dba36caed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01693",
    "kind": "arxiv",
    "version": 2
  }
}