Pith Number

pith:K5WXGLBQ

pith:2025:K5WXGLBQKNNCHO3TBJNGOIZUS7

not attested not anchored not stored refs pending

Neural Interpretable Reasoning

David Debot, Francesco De Santis, Francesco Giannini, Gabriele Ciravegna, Giuseppe Marra, Mateo Espinosa Zarlenga, Michelangelo Diligenti, Pietro Barbiero

arxiv:2502.11639 v2 · 2025-02-17 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K5WXGLBQKNNCHO3TBJNGOIZUS7}

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

If Concept Bottlenecks are the Question, are Foundation Models the Answer?

Receipt and verification

First computed	2026-07-05T10:23:29.500993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

576d732c30535a23bb730a5a67233497e97ce9f861bf854529535f48e526d8f1

Aliases

arxiv: 2502.11639 · arxiv_version: 2502.11639v2 · doi: 10.48550/arxiv.2502.11639 · pith_short_12: K5WXGLBQKNNC · pith_short_16: K5WXGLBQKNNCHO3T · pith_short_8: K5WXGLBQ

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/K5WXGLBQKNNCHO3TBJNGOIZUS7 \
  | 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: 576d732c30535a23bb730a5a67233497e97ce9f861bf854529535f48e526d8f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e0536637d09ead49bdc27083825c05db093cb136182d083500fdf0a25fbb0ad",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-17T10:33:24Z",
    "title_canon_sha256": "866fdbbd234eb9f8f888192ba18634e1c957cd4e6eaf8233885c062a24dc68a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11639",
    "kind": "arxiv",
    "version": 2
  }
}