Pith Number

pith:EFRLLTVK

pith:2024:EFRLLTVKH6RWVDJTVT2YZZ3RNR

not attested not anchored not stored refs pending

Beyond the Binary: Capturing Diverse Preferences With Reward Regularization

Chuanyang Jin, Hannah Rose Kirk, He He, Vishakh Padmakumar

arxiv:2412.03822 v1 · 2024-12-05 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EFRLLTVKH6RWVDJTVT2YZZ3RNR}

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

What Do People Actually Want From AI? Mapping Preference Plurality

Receipt and verification

First computed	2026-07-05T09:44:41.779539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2162b5ceaa3fa36a8d33acf58ce7716c71edd82cde0a6a4022e79c99c2a89020

Aliases

arxiv: 2412.03822 · arxiv_version: 2412.03822v1 · doi: 10.48550/arxiv.2412.03822 · pith_short_12: EFRLLTVKH6RW · pith_short_16: EFRLLTVKH6RWVDJT · pith_short_8: EFRLLTVK

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/EFRLLTVKH6RWVDJTVT2YZZ3RNR \
  | 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: 2162b5ceaa3fa36a8d33acf58ce7716c71edd82cde0a6a4022e79c99c2a89020

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73d2f87e9ec1c17fa4a766c648162869ef068b0f5076e82f932ffeecf2464ad7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-05T02:35:46Z",
    "title_canon_sha256": "6fef43bb798a0b30b4fee70c7b608c80a5136d052a4314acde8d2552edcb9ae8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03822",
    "kind": "arxiv",
    "version": 1
  }
}