Pith Number

pith:3QF4QQYS

pith:2024:3QF4QQYSZYVADAWDFAJACSDLYC

not attested not anchored not stored refs pending

RosePO: Aligning LLM-based Recommenders with Human Values

Jiancan Wu, Jiayi Liao, Ruobing Xie, Xiangnan He, Xiang Wang, Xingwu Sun, Yancheng Yuan, Zhanhui Kang

arxiv:2410.12519 v1 · 2024-10-16 · 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{3QF4QQYSZYVADAWDFAJACSDLYC}

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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

6 papers in Pith

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges

Goal-Conditioned Supervised Learning for LLM Fine-Tuning

A Survey on Generative Recommendation: Data, Model, and Tasks

Multimodal Large Language Models with Adaptive Preference Optimization for Sequential Recommendation

BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models

Receipt and verification

First computed	2026-07-05T09:21:30.151797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc0bc84312ce2a0182c3281201486bc0b87b8318eb169f11c9e4a292b30b1831

Aliases

arxiv: 2410.12519 · arxiv_version: 2410.12519v1 · doi: 10.48550/arxiv.2410.12519 · pith_short_12: 3QF4QQYSZYVA · pith_short_16: 3QF4QQYSZYVADAWD · pith_short_8: 3QF4QQYS

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/3QF4QQYSZYVADAWDFAJACSDLYC \
  | 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: dc0bc84312ce2a0182c3281201486bc0b87b8318eb169f11c9e4a292b30b1831

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c907b6e60ddd710b948b3dd06bc51e53ac88d9910f098738e10f5625c99c223",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-10-16T12:54:34Z",
    "title_canon_sha256": "4f2588875f8c5229226c5288e54bd9764476409e4b5b2dc8eca8317c4d4d6a63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12519",
    "kind": "arxiv",
    "version": 1
  }
}