Pith Number

pith:WQBCTJTI

pith:2024:WQBCTJTIT7LU4LD2DEUFAUQOU5

not attested not anchored not stored refs pending

A Pattern Language for Machine Learning Tasks

Benjamin Rodatz, Ian Fan, Neil John Ortega, Thomas Hoffmann, Tuomas Laakkonen, Vincent Wang-Mascianica

arxiv:2407.02424 v2 · 2024-07-02 · cs.LG · math.CT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WQBCTJTIT7LU4LD2DEUFAUQOU5}

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

A Methodology for Investigating AI Patterns Prevalence in Software Repositories

From Mechanistic to Compositional Interpretability

Receipt and verification

First computed	2026-07-05T10:58:16.864015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b40229a6689fd74e2c7a192850520ea7627cf592450e526d374e47145412ae1e

Aliases

arxiv: 2407.02424 · arxiv_version: 2407.02424v2 · doi: 10.48550/arxiv.2407.02424 · pith_short_12: WQBCTJTIT7LU · pith_short_16: WQBCTJTIT7LU4LD2 · pith_short_8: WQBCTJTI

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/WQBCTJTIT7LU4LD2DEUFAUQOU5 \
  | 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: b40229a6689fd74e2c7a192850520ea7627cf592450e526d374e47145412ae1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4ddc734a66cfc369869bb0d63185e3c7914ade4178ba2e8c7bad391f1fc3642",
    "cross_cats_sorted": [
      "math.CT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-02T16:50:27Z",
    "title_canon_sha256": "10b5de9127eb167e848a1ce688ae649049418807fc721d0886f244a1cf1a97e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.02424",
    "kind": "arxiv",
    "version": 2
  }
}