Pith Number

pith:QN3ABX2I

pith:2024:QN3ABX2IIPHFIXAKK2GJAU6ZUP

not attested not anchored not stored refs pending

HelpSteer2-Preference: Complementing Ratings with Preferences

Alexander Bukharin, Daniel Egert, Gerald Shen, Jiaqi Zeng, Oleksii Kuchaiev, Olivier Delalleau, Yi Dong, Zhilin Wang

arxiv:2410.01257 v2 · 2024-10-02 · 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{QN3ABX2IIPHFIXAKK2GJAU6ZUP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

5 papers in Pith

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

RewardBench 2: Advancing Reward Model Evaluation

Textual Bayes: Quantifying Prompt Uncertainty in LLM-Based Systems

Nautilus Compass: Black-box Persona Drift Detection for Production LLM Agents

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Receipt and verification

First computed	2026-07-05T10:25:10.899736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

837600df4843ce545c0a568c9053d9a3d34155a5cc1dbb01d58780b4b3ed737b

Aliases

arxiv: 2410.01257 · arxiv_version: 2410.01257v2 · doi: 10.48550/arxiv.2410.01257 · pith_short_12: QN3ABX2IIPHF · pith_short_16: QN3ABX2IIPHFIXAK · pith_short_8: QN3ABX2I

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/QN3ABX2IIPHFIXAKK2GJAU6ZUP \
  | 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: 837600df4843ce545c0a568c9053d9a3d34155a5cc1dbb01d58780b4b3ed737b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "152fc2265e177d7adb23f1934dd9d9848fe3ea18996c17361b711a4314edc27a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T06:05:52Z",
    "title_canon_sha256": "ba40e4fca8e5350dba90f36b358698ac3efe2ce8ef2396a0df24c82cd3fa7d6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01257",
    "kind": "arxiv",
    "version": 2
  }
}