Pith Number

pith:PAQFNA24

pith:2025:PAQFNA24RVPOINWRC6Y4ZOLMY7

not attested not anchored not stored refs pending

Multi-Objective Recommendation in the Era of Generative AI: A Survey of Recent Progress and Future Prospects

Jianghong Ma, Jiao Liu, Shanshan Feng, Tianjun Wei, Yushi Wu, Zhiting Zhao, Zihan Hong

arxiv:2506.16893 v1 · 2025-06-20 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PAQFNA24RVPOINWRC6Y4ZOLMY7}

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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

LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems

Receipt and verification

First computed	2026-07-05T11:24:44.591353Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

782056835c8d5ee436d117b1ccb96cc7fea94d6dbbe289220492d19c00f8a4e4

Aliases

arxiv: 2506.16893 · arxiv_version: 2506.16893v1 · doi: 10.48550/arxiv.2506.16893 · pith_short_12: PAQFNA24RVPO · pith_short_16: PAQFNA24RVPOINWR · pith_short_8: PAQFNA24

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/PAQFNA24RVPOINWRC6Y4ZOLMY7 \
  | 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: 782056835c8d5ee436d117b1ccb96cc7fea94d6dbbe289220492d19c00f8a4e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6be1d4bc042c03b66ba9dc17524f5547889ddd96ed11a0dd32dc8669e97dc75b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-06-20T10:30:39Z",
    "title_canon_sha256": "bde98f3a46132f3913c68d094cc1da0a2c0c4ae5b4fb9572dfe09be6296f54e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16893",
    "kind": "arxiv",
    "version": 1
  }
}