Pith Number

pith:RSL4UKA7

pith:2022:RSL4UKA7UCBUBATQZUMGAC7GLI

not attested not anchored not stored refs pending

Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off

Adrian Weller, Francesco Giannini, Frederic Precioso, Gabriele Ciravegna, Giuseppe Marra, Mateja Jamnik, Mateo Espinosa Zarlenga, Michelangelo Diligenti, Pietro Barbiero, Pietro Lio, Stefano Melacci, Zohreh Shams

arxiv:2209.09056 v2 · 2022-09-19 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RSL4UKA7UCBUBATQZUMGAC7GLI}

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

1 paper in Pith

Concept Inconsistency in Dermoscopic Concept Bottleneck Models: A Rough-Set Analysis of the Derm7pt Dataset

Receipt and verification

First computed	2026-07-05T06:04:34.726280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c97ca281fa083408270cd18600be65a33c7b19d5dfd8ae2999c7d87c8073890

Aliases

arxiv: 2209.09056 · arxiv_version: 2209.09056v2 · doi: 10.48550/arxiv.2209.09056 · pith_short_12: RSL4UKA7UCBU · pith_short_16: RSL4UKA7UCBUBATQ · pith_short_8: RSL4UKA7

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/RSL4UKA7UCBUBATQZUMGAC7GLI \
  | 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: 8c97ca281fa083408270cd18600be65a33c7b19d5dfd8ae2999c7d87c8073890

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "285552b11f65e7a7a1bcb5e92df6c35d3f9bf73e60d428a329763cda9e2220ba",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-19T14:49:36Z",
    "title_canon_sha256": "99d9322e19949a09e645a14f1a5ec3562248ce106c7b151496656e2c057f95b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.09056",
    "kind": "arxiv",
    "version": 2
  }
}