Pith Number

pith:L5RW7W6Y

pith:2022:L5RW7W6YLM2OPMHABPO4ZFWFVP

not attested not anchored not stored refs pending

Model Transparency and Interpretability : Survey and Application to the Insurance Industry

Alize Papp, Antoine Ly, Dimitri Delcaillau, Franck Vermet

arxiv:2209.00562 v1 · 2022-09-01 · stat.ML · cs.LG · stat.OT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L5RW7W6YLM2OPMHABPO4ZFWFVP}

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	2026-07-05T04:53:51.466274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f636fdbd85b34e7b0e00bddcc96c5abf6909497f08e0b8f78f6dc015a9c8fd3

Aliases

arxiv: 2209.00562 · arxiv_version: 2209.00562v1 · doi: 10.48550/arxiv.2209.00562 · pith_short_12: L5RW7W6YLM2O · pith_short_16: L5RW7W6YLM2OPMHA · pith_short_8: L5RW7W6Y

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/L5RW7W6YLM2OPMHABPO4ZFWFVP \
  | 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: 5f636fdbd85b34e7b0e00bddcc96c5abf6909497f08e0b8f78f6dc015a9c8fd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad2b189bc9d9bba3f27f0e508ab3232ce2e512e8a68bf4cccbc813c1b22246f3",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.OT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-09-01T16:12:54Z",
    "title_canon_sha256": "71d21260d501fe53631e4478ab2353efe29534c31863799041583549ad957de6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.00562",
    "kind": "arxiv",
    "version": 1
  }
}