Pith Number

pith:CDUGMQAO

pith:2024:CDUGMQAOFJYTRVP6JJZV43MSMQ

not attested not anchored not stored refs pending

Comparison-based Active Preference Learning for Multi-dimensional Personalization

Jungseul Ok, Minhyeon Oh, Seungjoon Lee

arxiv:2411.00524 v2 · 2024-11-01 · 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{CDUGMQAOFJYTRVP6JJZV43MSMQ}

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

Efficient Personalization of Generative User Interfaces

Receipt and verification

First computed	2026-07-05T11:13:15.121256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10e866400e2a7138d5fe4a735e6d926436a0c6f459784db378c174ba2dc6bef2

Aliases

arxiv: 2411.00524 · arxiv_version: 2411.00524v2 · doi: 10.48550/arxiv.2411.00524 · pith_short_12: CDUGMQAOFJYT · pith_short_16: CDUGMQAOFJYTRVP6 · pith_short_8: CDUGMQAO

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/CDUGMQAOFJYTRVP6JJZV43MSMQ \
  | 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: 10e866400e2a7138d5fe4a735e6d926436a0c6f459784db378c174ba2dc6bef2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e878d913601d8b8db3cfbc2a2e76e7463d4f8acfd08793d24bbe975072c02a7f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-01T11:49:33Z",
    "title_canon_sha256": "044d6654d5d8eff05ffb29ecf7cf6c6b97d5915823c80eb8a698272a73f5f9f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00524",
    "kind": "arxiv",
    "version": 2
  }
}