Pith Number

pith:NZ5OQLLM

pith:2021:NZ5OQLLM35CUUDHZ7BAAKYSG7W

not attested not anchored not stored refs pending

Mitigating Statistical Bias within Differentially Private Synthetic Data

Arnaud Doucet, Chris Holmes, Harrison Wilde, Jack Jewson, Sahra Ghalebikesabi, Sebastian Vollmer

arxiv:2108.10934 v3 · 2021-08-24 · stat.ML · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NZ5OQLLM35CUUDHZ7BAAKYSG7W}

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

Ethical and social risks of harm from Language Models

Receipt and verification

First computed	2026-07-05T04:24:56.183535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e7ae82d6cdf454a0cf9f840056246fd9a8774dfebb423a406d1fed49774a682

Aliases

arxiv: 2108.10934 · arxiv_version: 2108.10934v3 · doi: 10.48550/arxiv.2108.10934 · pith_short_12: NZ5OQLLM35CU · pith_short_16: NZ5OQLLM35CUUDHZ · pith_short_8: NZ5OQLLM

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/NZ5OQLLM35CUUDHZ7BAAKYSG7W \
  | 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: 6e7ae82d6cdf454a0cf9f840056246fd9a8774dfebb423a406d1fed49774a682

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d979b92a433ead32980f83689fd68a76eae1365f4ae5b65bf4604199e9d1671",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-08-24T19:56:44Z",
    "title_canon_sha256": "480a44f8cc5c30287cc7ac2b5b792c21a0eff1445e7f52c489edd8207f4daf30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.10934",
    "kind": "arxiv",
    "version": 3
  }
}