Pith Number

pith:OFKQHG6Z

pith:2024:OFKQHG6ZUUFO4NIEXK6KYR42ED

not attested not anchored not stored refs pending

HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection

Duanyu Feng, Hao Wang, Jimin Huang, Qianqian Xie, Sophia Ananiadou, Yongfu Dai, Yuxin Wang, Zhengyu Chen

arxiv:2408.02927 v1 · 2024-08-06 · cs.LG · cs.AI · cs.CL · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OFKQHG6ZUUFO4NIEXK6KYR42ED}

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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

3 papers in Pith

LLM-TabLogic: Preserving Inter-Column Logical Relationships in Synthetic Tabular Data via Prompt-Guided Latent Diffusion

Concordia: Self-Improving Synthetic Tables for Federated LLMs

Receipt and verification

First computed	2026-07-05T08:52:42.426563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7155039bd9a50aee3504babcac479a20f8c1d20ab08254bbc0470d6f466d9b43

Aliases

arxiv: 2408.02927 · arxiv_version: 2408.02927v1 · doi: 10.48550/arxiv.2408.02927 · pith_short_12: OFKQHG6ZUUFO · pith_short_16: OFKQHG6ZUUFO4NIE · pith_short_8: OFKQHG6Z

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/OFKQHG6ZUUFO4NIEXK6KYR42ED \
  | 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: 7155039bd9a50aee3504babcac479a20f8c1d20ab08254bbc0470d6f466d9b43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f6f825a94a3a40e61119deeff2249a5a714c82aaa6e841e4d6431e857fa5ef3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-06T03:21:13Z",
    "title_canon_sha256": "b35ed0ea6233fe6789e68142c05db9d988fc3ea58f1cdc3dd353b092046a3423"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.02927",
    "kind": "arxiv",
    "version": 1
  }
}