Pith Number

pith:XS3APSEI

pith:2024:XS3APSEIAMKQH5M4DJPYESSGLI

not attested not anchored not stored refs pending

Developing Explainable Machine Learning Model using Augmented Concept Activation Vector

Beyza Kizildag, Kasim Oztoprak, Leyla Sena Kilinc, Mortaza S. Bargh, Niels Netten, Reza Hassanpour, Sunil Choenni, Tony Busker

arxiv:2412.19208 v1 · 2024-12-26 · 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{XS3APSEIAMKQH5M4DJPYESSGLI}

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	2026-07-05T09:54:32.379866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcb607c888031503f59c1a5f824a465a09ac9f4d431e61e0667686a280433e10

Aliases

arxiv: 2412.19208 · arxiv_version: 2412.19208v1 · doi: 10.48550/arxiv.2412.19208 · pith_short_12: XS3APSEIAMKQ · pith_short_16: XS3APSEIAMKQH5M4 · pith_short_8: XS3APSEI

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/XS3APSEIAMKQH5M4DJPYESSGLI \
  | 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: bcb607c888031503f59c1a5f824a465a09ac9f4d431e61e0667686a280433e10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5239cfe84e7a1dc1eed8a7a04fb3d6b0c1ac4a5f6e4b932773b4322bad6552c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-26T13:18:16Z",
    "title_canon_sha256": "12374249402f2296d69877467cf97c4ebf1ae04e02f5da26e16854b589c2b353"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19208",
    "kind": "arxiv",
    "version": 1
  }
}