Pith Number

pith:S2KHFUPL

pith:2026:S2KHFUPLSHLRSRBIGVSZGZ7QRO

not attested not anchored not stored refs pending

Beyond Explaining Predictions: Logic-Based Explanations for Confidence in Machine Learning Models

Carlos Henrique Leit\~ao Cavalcante, Thiago Alves Rocha, Vin\'icius Peixoto Chagas

arxiv:2606.10347 v1 · 2026-06-09 · cs.LG · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S2KHFUPLSHLRSRBIGVSZGZ7QRO}

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	2026-06-10T01:10:12.962904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

969472d1eb91d719442835659367f08b90ba4b4d69ec003d7fb1525f6f1bcd09

Aliases

arxiv: 2606.10347 · arxiv_version: 2606.10347v1 · doi: 10.48550/arxiv.2606.10347 · pith_short_12: S2KHFUPLSHLR · pith_short_16: S2KHFUPLSHLRSRBI · pith_short_8: S2KHFUPL

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/S2KHFUPLSHLRSRBIGVSZGZ7QRO \
  | 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: 969472d1eb91d719442835659367f08b90ba4b4d69ec003d7fb1525f6f1bcd09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b7ec13752ecc78eef9b82b1b0f2f632362a14df368a7aa1aca5715d315aef40",
    "cross_cats_sorted": [
      "cs.LO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-09T02:55:55Z",
    "title_canon_sha256": "f5e7b48f3f654302dfb50a484c78b8cd87de44d02d2f2d0b412aa5293d906865"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10347",
    "kind": "arxiv",
    "version": 1
  }
}