Pith Number

pith:TBTK442P

pith:2023:TBTK442PA6MW6CSNUKOU2QOBCP

not attested not anchored not stored refs pending

AI and ethics in insurance: a new solution to mitigate proxy discrimination in risk modeling

Antoine Chancel, Antoine Ly, Marguerite Sauce

arxiv:2307.13616 v1 · 2023-07-25 · stat.ML · cs.CY · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TBTK442PA6MW6CSNUKOU2QOBCP}

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	2026-07-05T06:34:42.145974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9866ae734f07996f0a4da29d4d41c113dd54810d68b3cdc41a1668135411b98b

Aliases

arxiv: 2307.13616 · arxiv_version: 2307.13616v1 · doi: 10.48550/arxiv.2307.13616 · pith_short_12: TBTK442PA6MW · pith_short_16: TBTK442PA6MW6CSN · pith_short_8: TBTK442P

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/TBTK442PA6MW6CSNUKOU2QOBCP \
  | 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: 9866ae734f07996f0a4da29d4d41c113dd54810d68b3cdc41a1668135411b98b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a09eb9c16b69d42a77069cc5c1b39c2c349831edf8adfe27e90bad11cef2e20",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-07-25T16:20:56Z",
    "title_canon_sha256": "318977ccd948ec337796361d7fb0e1d2513b4b3b32999638199ed8c991fd1f57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.13616",
    "kind": "arxiv",
    "version": 1
  }
}