Pith Number

pith:AWCQFHHH

pith:2024:AWCQFHHHM6KRFGFCFKEICSH3LH

not attested not anchored not stored refs pending

Automated Machine Learning in Insurance

Panyi Dong, Zhiyu Quan

arxiv:2408.14331 v1 · 2024-08-26 · 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{AWCQFHHHM6KRFGFCFKEICSH3LH}

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	2026-07-05T08:59:19.374303Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0585029ce767951298a22a888148fb59ddd22fe4bebcae7d654a111f1f0991c2

Aliases

arxiv: 2408.14331 · arxiv_version: 2408.14331v1 · doi: 10.48550/arxiv.2408.14331 · pith_short_12: AWCQFHHHM6KR · pith_short_16: AWCQFHHHM6KRFGFC · pith_short_8: AWCQFHHH

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/AWCQFHHHM6KRFGFCFKEICSH3LH \
  | 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: 0585029ce767951298a22a888148fb59ddd22fe4bebcae7d654a111f1f0991c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae1ada4cc3c1780bc3e4274c5a9c7a32c002f2930e6969468a83c4686aa9dee0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-26T14:55:40Z",
    "title_canon_sha256": "b2c38559e201afb1644acb12383130fbed988b4006281a5704fe9d3f116a6e2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14331",
    "kind": "arxiv",
    "version": 1
  }
}