Pith Number

pith:IZZLG4AP

pith:2024:IZZLG4APLFC3YVCQR3FWHW2OXP

not attested not anchored not stored refs pending

Private prediction for large-scale synthetic text generation

Alex Bie, Alexey Kurakin, Andreas Terzis, Kareem Amin, Natalia Ponomareva, Sergei Vassilvitskii, Umar Syed, Weiwei Kong

arxiv:2407.12108 v2 · 2024-07-16 · cs.LG · 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{IZZLG4APLFC3YVCQR3FWHW2OXP}

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

2 papers in Pith

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

Barriers to Counterfactual Credit Attribution for Autoregressive Models

Receipt and verification

First computed	2026-07-05T09:17:46.043633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4672b3700f5945bc54508ecb63db4ebbe2b88feaf826ab46a20dfe4b1ec1e308

Aliases

arxiv: 2407.12108 · arxiv_version: 2407.12108v2 · doi: 10.48550/arxiv.2407.12108 · pith_short_12: IZZLG4APLFC3 · pith_short_16: IZZLG4APLFC3YVCQ · pith_short_8: IZZLG4AP

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/IZZLG4APLFC3YVCQR3FWHW2OXP \
  | 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: 4672b3700f5945bc54508ecb63db4ebbe2b88feaf826ab46a20dfe4b1ec1e308

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "189660d902b89ad5123036eb2fb3429cba5ac8da124a7024fad80e35481ae3da",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-16T18:28:40Z",
    "title_canon_sha256": "9f21712384e71b5ae6fca7fbe200bce4d29cd5ae26f7c72dd42d16c963001b58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12108",
    "kind": "arxiv",
    "version": 2
  }
}