Pith Number

pith:X662LZJJ

pith:2023:X662LZJJMJRRO64MS6ZUH5N7DJ

not attested not anchored not stored refs pending

Distributional Preference Learning: Understanding and Accounting for Hidden Context in RLHF

Anand Siththaranjan, Cassidy Laidlaw, Dylan Hadfield-Menell

arxiv:2312.08358 v2 · 2023-12-13 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X662LZJJMJRRO64MS6ZUH5N7DJ}

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

6 papers in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

Personalization Meets Safety:Mechanisms,Risks,and Mitigations in Personalized LLMs

Test-Time Alignment via Hypothesis Reweighting

RLHF May Not Reflect Genuine Preferences

Efficient Personalization of Generative User Interfaces

Receipt and verification

First computed	2026-07-05T08:08:53.476266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfbda5e5296263177b8c97b343f5bf1a72fe0380194698b01a234049fac1ee85

Aliases

arxiv: 2312.08358 · arxiv_version: 2312.08358v2 · doi: 10.48550/arxiv.2312.08358 · pith_short_12: X662LZJJMJRR · pith_short_16: X662LZJJMJRRO64M · pith_short_8: X662LZJJ

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/X662LZJJMJRRO64MS6ZUH5N7DJ \
  | 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: bfbda5e5296263177b8c97b343f5bf1a72fe0380194698b01a234049fac1ee85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7296a150875687fc2d60c97bfa66a0b7389c37a60fef877a216198942b3c54bf",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-13T18:51:34Z",
    "title_canon_sha256": "bb9ac2a0754658d3cb15384c0e6126ccf0bd3007448cdf9d2067c9933985f412"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08358",
    "kind": "arxiv",
    "version": 2
  }
}