Pith Number

pith:BAMYOO6Y

pith:2023:BAMYOO6Y2IFX2SUMWISKAG3ZKP

not attested not anchored not stored refs pending

SuperHF: Supervised Iterative Learning from Human Feedback

Gabriel Mukobi, Gitta Kutyniok, Kush Bhatia, Peter Chatain, Robert Windesheim, Silas Alberti, Su Fong

arxiv:2310.16763 v1 · 2023-10-25 · 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{BAMYOO6Y2IFX2SUMWISKAG3ZKP}

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

1 paper in Pith

Steerable Cultural Preference Optimization of Reward Models

Receipt and verification

First computed	2026-07-05T07:05:02.750209Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0819873bd8d20b7d4a8cb224a01b7953f76208c3e9210551408dea82938e6eaf

Aliases

arxiv: 2310.16763 · arxiv_version: 2310.16763v1 · doi: 10.48550/arxiv.2310.16763 · pith_short_12: BAMYOO6Y2IFX · pith_short_16: BAMYOO6Y2IFX2SUM · pith_short_8: BAMYOO6Y

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/BAMYOO6Y2IFX2SUMWISKAG3ZKP \
  | 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: 0819873bd8d20b7d4a8cb224a01b7953f76208c3e9210551408dea82938e6eaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f8d46cd03dad86b23af08fd66171ad0aec1b33449022839bb832a295aca2d2d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-25T16:52:00Z",
    "title_canon_sha256": "1a4592d41ca438c5a71b1f0539e2a51a23d170eb9b0101f28f5d3d02d37cd9b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16763",
    "kind": "arxiv",
    "version": 1
  }
}