Pith Number

pith:3ZG3ATS3

pith:2023:3ZG3ATS37K2ABTKGKX4FTFR5ZC

not attested not anchored not stored refs pending

FiFAR: A Fraud Detection Dataset for Learning to Defer

Diogo Leit\~ao, Jean V. Alves, Marco O. P. Sampaio, M\'ario A. T. Figueiredo, Pedro Bizarro, Pedro Saleiro, S\'ergio Jesus

arxiv:2312.13218 v1 · 2023-12-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3ZG3ATS37K2ABTKGKX4FTFR5ZC}

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	2026-07-05T07:26:33.574500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de4db04e5bfab400cd4655f859963dc8a785ff7bf3309de2de05388cfc25e268

Aliases

arxiv: 2312.13218 · arxiv_version: 2312.13218v1 · doi: 10.48550/arxiv.2312.13218 · pith_short_12: 3ZG3ATS37K2A · pith_short_16: 3ZG3ATS37K2ABTKG · pith_short_8: 3ZG3ATS3

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/3ZG3ATS37K2ABTKGKX4FTFR5ZC \
  | 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: de4db04e5bfab400cd4655f859963dc8a785ff7bf3309de2de05388cfc25e268

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e8ed5b79cdec820de9199d80bbd1f48d82a25e31d12e2f58d5781b04182c649",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-20T17:36:36Z",
    "title_canon_sha256": "b0f57f738501ebd538047200a100e95af4638e2c2423df7c4306cac963258cfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.13218",
    "kind": "arxiv",
    "version": 1
  }
}