Pith Number

pith:CDQGKENJ

pith:2025:CDQGKENJQHT3SF2HORUF2LDGPT

not attested not anchored not stored refs pending

SampleLLM: Optimizing Tabular Data Synthesis in Recommendations

Huifeng Guo, Jingtong Gao, Ruiming Tang, Xiangyang Li, Xiangyu Zhao, Xiaopeng Li, Yichao Wang, Zhaocheng Du

arxiv:2501.16125 v3 · 2025-01-27 · 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{CDQGKENJQHT3SF2HORUF2LDGPT}

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

From Bootstrapping to Sequence Modeling: A Unified Generative Framework for Personalized Landing-Page Modeling

Receipt and verification

First computed	2026-07-05T10:12:25.762629Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10e06511a981e7b9174774685d2c667ccb6c924c0b0073b47ddfdc4796a28f10

Aliases

arxiv: 2501.16125 · arxiv_version: 2501.16125v3 · doi: 10.48550/arxiv.2501.16125 · pith_short_12: CDQGKENJQHT3 · pith_short_16: CDQGKENJQHT3SF2H · pith_short_8: CDQGKENJ

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/CDQGKENJQHT3SF2HORUF2LDGPT \
  | 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: 10e06511a981e7b9174774685d2c667ccb6c924c0b0073b47ddfdc4796a28f10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67393e23140aa1a4f60039642a4bb1f97fbde25ebc696899a0a212b2a843f4ee",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-01-27T15:12:27Z",
    "title_canon_sha256": "0af576c91ada513daf06ea0f82660b9b9ce18cc6f797b4f566954ecac657d637"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16125",
    "kind": "arxiv",
    "version": 3
  }
}