Pith Number

pith:4ZSYBRB5

pith:2023:4ZSYBRB5W4627ZCRJNZXML3VVL

not attested not anchored not stored refs pending

Large Language Model Can Interpret Latent Space of Sequential Recommender

An Zhang, Jiancan Wu, Jizhi Zhang, Xiangnan He, Xiang Wang, Yancheng Yuan, Yanchen Luo, Zhengyi Yang

arxiv:2310.20487 v1 · 2023-10-31 · 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{4ZSYBRB5W4627ZCRJNZXML3VVL}

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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

4 papers in Pith

DynamicPO: Dynamic Preference Optimization for Recommendation

Can Explanations Improve Recommendations? Evidence from Prediction-Informed Explanations

Efficient LLM-based Advertising via Model Compression and Parallel Verification

DynamicPO: Dynamic Preference Optimization for Recommendation

Receipt and verification

First computed	2026-07-05T07:07:30.989365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e66580c43db73dafe4514b73762f75aadf83a39166264d10b7d180aa93080072

Aliases

arxiv: 2310.20487 · arxiv_version: 2310.20487v1 · doi: 10.48550/arxiv.2310.20487 · pith_short_12: 4ZSYBRB5W462 · pith_short_16: 4ZSYBRB5W4627ZCR · pith_short_8: 4ZSYBRB5

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/4ZSYBRB5W4627ZCRJNZXML3VVL \
  | 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: e66580c43db73dafe4514b73762f75aadf83a39166264d10b7d180aa93080072

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a8e3b6a6c662cda324494c1dfd9ab20de360f3ad96a722e2a99d2873eabbaf2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-10-31T14:28:47Z",
    "title_canon_sha256": "4e9b8f2917ed293acc0125528b2f8f3e1fbddae937c2a5c9886eaa13d5fb0ae3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.20487",
    "kind": "arxiv",
    "version": 1
  }
}