Pith Number

pith:GP6GREEW

pith:2019:GP6GREEWZLBVF66HNROAACKGCM

not attested not anchored not stored refs pending

Towards Automatic Concept-based Explanations

Amirata Ghorbani, Been Kim, James Wexler, James Zou

arxiv:1902.03129 v3 · 2019-02-07 · stat.ML · cs.CV · 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{GP6GREEWZLBVF66HNROAACKGCM}

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

3 papers in Pith

The Standard Interpretable Model: A general theory of interpretable machine learning to deductively design interpretable methods using Lagrangian mechanics

CLEAR-HPV: Interpretable concept discovery for human-papillomavirus-associated morphology in whole-slide histology

Receipt and verification

First computed	2026-07-05T00:10:14.056349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33fc689096cac352fbc76c5c0009461312584713cdbb1992fcc9849a9bee4a17

Aliases

arxiv: 1902.03129 · arxiv_version: 1902.03129v3 · doi: 10.48550/arxiv.1902.03129 · pith_short_12: GP6GREEWZLBV · pith_short_16: GP6GREEWZLBVF66H · pith_short_8: GP6GREEW

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/GP6GREEWZLBVF66HNROAACKGCM \
  | 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: 33fc689096cac352fbc76c5c0009461312584713cdbb1992fcc9849a9bee4a17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84917b89cfb31ca9d539b78b2c152e5c8cb18aafb2de7b89da58bbbb32cd95b3",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-02-07T03:18:54Z",
    "title_canon_sha256": "89c55fb0da2ef749f964914088d02be9706ada4a81ce0b86429a468d796892db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.03129",
    "kind": "arxiv",
    "version": 3
  }
}