Pith Number

pith:YMONWHOF

pith:2021:YMONWHOFAH6FX2GNTZDFMLA7UI

not attested not anchored not stored refs pending

Toward a Unified Framework for Debugging Concept-based Models

Andrea Bontempelli, Andrea Passerini, Fausto Giunchiglia, Stefano Teso

arxiv:2109.11160 v2 · 2021-09-23 · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YMONWHOFAH6FX2GNTZDFMLA7UI}

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	2026-07-05T03:57:54.621900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c31cdb1dc501fc5be8cd9e46562c1fa200ac730d7ea718ec45e0d6bc0f390087

Aliases

arxiv: 2109.11160 · arxiv_version: 2109.11160v2 · doi: 10.48550/arxiv.2109.11160 · pith_short_12: YMONWHOFAH6F · pith_short_16: YMONWHOFAH6FX2GN · pith_short_8: YMONWHOF

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/YMONWHOFAH6FX2GNTZDFMLA7UI \
  | 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: c31cdb1dc501fc5be8cd9e46562c1fa200ac730d7ea718ec45e0d6bc0f390087

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b8fa8f68bbdfc0c40a45a1f98b534e4ea9a89dd7bd0a1387e22d63afd3f54c0",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-23T06:12:17Z",
    "title_canon_sha256": "c321dd55d9cb8eb391fad3f47b862346e48426c2d1563198990614624be778fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.11160",
    "kind": "arxiv",
    "version": 2
  }
}