Pith Number

pith:RUYIDA7F

pith:2022:RUYIDA7FUGGDF7YKQO3WHHPWAV

not attested not anchored not stored refs pending

Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe

David Levitan, Girish Kumar, Hoda Shajari, Huan Sun, Huseyin A. Inan, Julia McAnallen, Robert Sim, Xiang Yue, Xuechen Li

arxiv:2210.14348 v3 · 2022-10-25 · 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{RUYIDA7FUGGDF7YKQO3WHHPWAV}

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

Canonicalized Stable-List Replay for Private Federated Continual Learning over Language-Model Embeddings

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

Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD

Receipt and verification

First computed	2026-07-05T06:32:02.076578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d308183e5a18c32ff0a83b7639df605402fbf435295eb4358d1d18a44651771

Aliases

arxiv: 2210.14348 · arxiv_version: 2210.14348v3 · doi: 10.48550/arxiv.2210.14348 · pith_short_12: RUYIDA7FUGGD · pith_short_16: RUYIDA7FUGGDF7YK · pith_short_8: RUYIDA7F

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/RUYIDA7FUGGDF7YKQO3WHHPWAV \
  | 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: 8d308183e5a18c32ff0a83b7639df605402fbf435295eb4358d1d18a44651771

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf7e658929045593882642abe46c723f108436962171a4ba8275fe2dd964a4a2",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-25T21:21:17Z",
    "title_canon_sha256": "3b5af1b4785376914edfb866198b0813c8c5e82f76694ff8a1e6b03dd6602927"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.14348",
    "kind": "arxiv",
    "version": 3
  }
}