Pith Number

pith:PRIZ5OR4

pith:2024:PRIZ5OR4NZTUL4OYKIMTRO7XH6

not attested not anchored not stored refs pending

AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model

Francesco Giannini, Gabriele Dominici, Marc Langhenirich, Martin Gjoreski, Pietro Barbiero

arxiv:2405.16508 v1 · 2024-05-26 · 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{PRIZ5OR4NZTUL4OYKIMTRO7XH6}

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	2026-07-05T08:23:31.517487Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c519eba3c6e6745f1d8521938bbf73fa735d4572153662625e082c122657d96

Aliases

arxiv: 2405.16508 · arxiv_version: 2405.16508v1 · doi: 10.48550/arxiv.2405.16508 · pith_short_12: PRIZ5OR4NZTU · pith_short_16: PRIZ5OR4NZTUL4OY · pith_short_8: PRIZ5OR4

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/PRIZ5OR4NZTUL4OYKIMTRO7XH6 \
  | 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: 7c519eba3c6e6745f1d8521938bbf73fa735d4572153662625e082c122657d96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba493ff77c85f879a0479644f234ce382d992a0dd8e9d5c1ad3299203327e882",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-26T10:19:04Z",
    "title_canon_sha256": "ebd1b7d02cc967c852f3084d871204e17891f7908a293348db43fe90d48456e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16508",
    "kind": "arxiv",
    "version": 1
  }
}