Pith Number

pith:EUSPMHCI

pith:2020:EUSPMHCIKN5OVH65FVY2QOIHZO

not attested not anchored not stored refs pending

Concept Bottleneck Models

Been Kim, Emma Pierson, Pang Wei Koh, Percy Liang, Stephen Mussmann, Thao Nguyen, Yew Siang Tang

arxiv:2007.04612 v3 · 2020-07-09 · cs.LG · 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{EUSPMHCIKN5OVH65FVY2QOIHZO}

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

10 papers in Pith

Platonic Projection Structures: Operator-Induced Observability in Representation Learning

Boosting Ultrasound Image Classification via Attribute-Guided Dual-Branch Framework

Variational Proximal Policy Optimization

Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models

Quality Audio Prototyping: a prototype system for unified sound retrieval and procedural generation

Receipt and verification

First computed	2026-07-05T02:02:54.529260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2524f61c48537aea9fdd2d71a83907cb9babb1b5fe1c1a9185ea141d4bffcc65

Aliases

arxiv: 2007.04612 · arxiv_version: 2007.04612v3 · doi: 10.48550/arxiv.2007.04612 · pith_short_12: EUSPMHCIKN5O · pith_short_16: EUSPMHCIKN5OVH65 · pith_short_8: EUSPMHCI

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/EUSPMHCIKN5OVH65FVY2QOIHZO \
  | 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: 2524f61c48537aea9fdd2d71a83907cb9babb1b5fe1c1a9185ea141d4bffcc65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b2b87a8b22a0a918d4215d0f088847507d33d8f4f059c8982724e457ae9e350",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-09T07:47:28Z",
    "title_canon_sha256": "36e1ce81dbeaace97f2bd7d37c849ec36001eb335090baca83fe1d8e359e3e34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.04612",
    "kind": "arxiv",
    "version": 3
  }
}