Pith Number

pith:AVFITWQ5

pith:2024:AVFITWQ5WR27237KMX6RM3KSOM

not attested not anchored not stored refs pending

Error-controlled non-additive interaction discovery in machine learning models

William Stafford Noble, Winston Chen, Yang Young Lu, Yifan Jiang

arxiv:2408.17016 v2 · 2024-08-30 · cs.LG · stat.AP · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AVFITWQ5WR27237KMX6RM3KSOM}

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	2026-07-05T10:14:04.919194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

054a89da1db475fd6fea65fd166d52731b2dbc935d768fed1d8be536e1ab8ec0

Aliases

arxiv: 2408.17016 · arxiv_version: 2408.17016v2 · doi: 10.48550/arxiv.2408.17016 · pith_short_12: AVFITWQ5WR27 · pith_short_16: AVFITWQ5WR27237K · pith_short_8: AVFITWQ5

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/AVFITWQ5WR27237KMX6RM3KSOM \
  | 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: 054a89da1db475fd6fea65fd166d52731b2dbc935d768fed1d8be536e1ab8ec0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a658ce4498fdfbdcaddf6bb9ae0813cbbe8e0b99a8077bcd393a51d49cbdd431",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-30T05:13:11Z",
    "title_canon_sha256": "8acae3965f0d51ccf30f19623c27a579e37885f3554116963f5f7c5304c1d6a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.17016",
    "kind": "arxiv",
    "version": 2
  }
}