Pith Number

pith:P26LQLJG

pith:2023:P26LQLJGOENT63NXF36YVVC4CS

not attested not anchored not stored refs pending

The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values

Andrew M. Bean, Bertie Vidgen, Hannah Rose Kirk, Paul R\"ottger, Scott A. Hale

arxiv:2310.07629 v1 · 2023-10-11 · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P26LQLJGOENT63NXF36YVVC4CS}

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

2 papers in Pith

Spectral Souping: A Unified Framework for Online Preference Alignment

A Roadmap to Pluralistic Alignment

Receipt and verification

First computed	2026-07-05T06:59:47.908705Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ebcb82d26711b3f6db72efd8ad45c14a1e3644636eae685b7d7b76056f47309

Aliases

arxiv: 2310.07629 · arxiv_version: 2310.07629v1 · doi: 10.48550/arxiv.2310.07629 · pith_short_12: P26LQLJGOENT · pith_short_16: P26LQLJGOENT63NX · pith_short_8: P26LQLJG

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/P26LQLJGOENT63NXF36YVVC4CS \
  | 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: 7ebcb82d26711b3f6db72efd8ad45c14a1e3644636eae685b7d7b76056f47309

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8aa4c9fb23abfbff8305ff7a12755575367ea99a668d7382aaa4ffe9b22d1a3",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-11T16:18:13Z",
    "title_canon_sha256": "80373c7946479239e651eeada7acb54963f703373d66f906e1fd36ec9336e6d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07629",
    "kind": "arxiv",
    "version": 1
  }
}