Pith Number

pith:NIAO3VIQ

pith:2026:NIAO3VIQSZFFU6VKKF3UEGVFFD

not attested not anchored not stored refs pending

Insurance Pricing Optimization via Off-Policy Evaluation

Dimitri Semenovich, Mario V. W\"uthrich, Sascha G\"unther

arxiv:2605.28327 v1 · 2026-05-27 · stat.ML · cs.LG · q-fin.RM · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NIAO3VIQSZFFU6VKKF3UEGVFFD}

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	2026-05-28T01:05:13.094440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a00edd510964a5a7aaa5177421aa528ce40f1c66f1e5bbab1dd662a9961a85c

Aliases

arxiv: 2605.28327 · arxiv_version: 2605.28327v1 · doi: 10.48550/arxiv.2605.28327 · pith_short_12: NIAO3VIQSZFF · pith_short_16: NIAO3VIQSZFFU6VK · pith_short_8: NIAO3VIQ

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/NIAO3VIQSZFFU6VKKF3UEGVFFD \
  | 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: 6a00edd510964a5a7aaa5177421aa528ce40f1c66f1e5bbab1dd662a9961a85c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57edd1461a2e1c865d34bde6f3b2fd03711b2cf80d7ccc49a6e43d4129ea6c30",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.RM",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-05-27T11:27:32Z",
    "title_canon_sha256": "482152408b43aa0dd3d00eebc1dd0bcd79344c1ab1177ac0d405ccce05f8ae1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28327",
    "kind": "arxiv",
    "version": 1
  }
}