Pith Number

pith:OS5IANCK

pith:2024:OS5IANCKEZUSYBB74NEPKDUIXP

not attested not anchored not stored refs pending

Differentially Private Synthetic Data via Foundation Model APIs 2: Text

Arturs Backurs, Bo Li, Chulin Xie, Da Yu, Haotian Jiang, Harsha Nori, Huishuai Zhang, Huseyin A Inan, Sergey Yekhanin, Sivakanth Gopi, Yin Tat Lee, Zinan Lin

arxiv:2403.01749 v2 · 2024-03-04 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OS5IANCKEZUSYBB74NEPKDUIXP}

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

3 papers in Pith

DP-SelFT: Differentially Private Selective Fine-Tuning for Large Language Models

InvisibleInk: High-Utility and Low-Cost Text Generation with Differential Privacy

SynBench: A Benchmark for Differentially Private Text Generation

Receipt and verification

First computed	2026-07-05T08:47:50.599338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74ba80344a26692c043fe348f50e88bbf8f12d78978a77da3a09a18fcc9c6584

Aliases

arxiv: 2403.01749 · arxiv_version: 2403.01749v2 · doi: 10.48550/arxiv.2403.01749 · pith_short_12: OS5IANCKEZUS · pith_short_16: OS5IANCKEZUSYBB7 · pith_short_8: OS5IANCK

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/OS5IANCKEZUSYBB74NEPKDUIXP \
  | 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: 74ba80344a26692c043fe348f50e88bbf8f12d78978a77da3a09a18fcc9c6584

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b7f61f72fbe11d60bfa6c63b33c3378725c637db8a7cce442ac4d579a62b20c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-04T05:57:50Z",
    "title_canon_sha256": "50762934a4bb1aa692e41967f5a6fdb9b6131a3e0ef607a40eb8857fdb0bdb77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01749",
    "kind": "arxiv",
    "version": 2
  }
}