Pith Number

pith:5EZ5L3DV

pith:2023:5EZ5L3DVUILJ5NJLHZ7R6CHRGX

not attested not anchored not stored refs pending

Generative Sequential Recommendation with GPTRec

Aleksandr V. Petrov, Craig Macdonald

arxiv:2306.11114 v1 · 2023-06-19 · 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{5EZ5L3DVUILJ5NJLHZ7R6CHRGX}

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

8 papers in Pith

Sequential Data Augmentation for Generative Recommendation

Learning Variable-Length Tokenization for Generative Recommendation

Generative Long-term User Interest Modeling for Click-Through Rate Prediction

Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation

MLPs are Efficient Distilled Generative Recommenders

Receipt and verification

First computed	2026-07-05T06:22:16.201569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e933d5ec75a2169eb52b3e7f1f08f135cd83091dbc8f305d3adde32796d73152

Aliases

arxiv: 2306.11114 · arxiv_version: 2306.11114v1 · doi: 10.48550/arxiv.2306.11114 · pith_short_12: 5EZ5L3DVUILJ · pith_short_16: 5EZ5L3DVUILJ5NJL · pith_short_8: 5EZ5L3DV

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/5EZ5L3DVUILJ5NJLHZ7R6CHRGX \
  | 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: e933d5ec75a2169eb52b3e7f1f08f135cd83091dbc8f305d3adde32796d73152

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a71e7151eb8e66028dcab08c70fd08130842b233350578ef24f3f5da2afe33fb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-06-19T18:27:54Z",
    "title_canon_sha256": "34f213d4af7f469c00a0c59058db2fbefea752bd21af18a99b2caf3d74cb4664"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.11114",
    "kind": "arxiv",
    "version": 1
  }
}