Pith Number

pith:AH3GCSAE

pith:2024:AH3GCSAE2GWXG7QZB2HBKSQSVQ

not attested not anchored not stored refs pending

Explaining Datasets in Words: Statistical Models with Natural Language Parameters

Dan Klein, Heng Wang, Jacob Steinhardt, Ruiqi Zhong

arxiv:2409.08466 v2 · 2024-09-13 · cs.AI · cs.CL · 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{AH3GCSAE2GWXG7QZB2HBKSQSVQ}

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.

Receipt and verification

First computed	2026-07-05T09:59:52.456594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01f6614804d1ad737e190e8e154a12ac031a92b134a7634cbfc947297db33a98

Aliases

arxiv: 2409.08466 · arxiv_version: 2409.08466v2 · doi: 10.48550/arxiv.2409.08466 · pith_short_12: AH3GCSAE2GWX · pith_short_16: AH3GCSAE2GWXG7QZ · pith_short_8: AH3GCSAE

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/AH3GCSAE2GWXG7QZB2HBKSQSVQ \
  | 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: 01f6614804d1ad737e190e8e154a12ac031a92b134a7634cbfc947297db33a98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a79151ea2a50e304fce46c906a83488900810dd53059b78a1113cbcd91e2ac99",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-09-13T01:40:20Z",
    "title_canon_sha256": "0b92e86b806102a688c0befdef883d8f4d274ef36b4f20e7ab4717e4538f8ed8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08466",
    "kind": "arxiv",
    "version": 2
  }
}