Pith Number

pith:3UMTBAB7

pith:2026:3UMTBAB7LYOFR6USY3B4KRI2VO

not attested not anchored not stored refs pending

Causal Label Recovery in Payment Networks

Gaurav Dhama

arxiv:2605.29272 v1 · 2026-05-28 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3UMTBAB7LYOFR6USY3B4KRI2VO}

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.

Cited by

1 paper in Pith

Fraud Type Decomposition and the Observation-Mechanism Taxonomy:Class-Specific Detection Limits in Payment Networks

Receipt and verification

First computed	2026-05-29T01:05:28.407876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd1930803f5e1c58fa92c6c3c5451aaba3efdf80cd1e62c47cc5ed646a0e502a

Aliases

arxiv: 2605.29272 · arxiv_version: 2605.29272v1 · doi: 10.48550/arxiv.2605.29272 · pith_short_12: 3UMTBAB7LYOF · pith_short_16: 3UMTBAB7LYOFR6US · pith_short_8: 3UMTBAB7

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/3UMTBAB7LYOFR6USY3B4KRI2VO \
  | 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: dd1930803f5e1c58fa92c6c3c5451aaba3efdf80cd1e62c47cc5ed646a0e502a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35e9a3ee5b175dfbbee3e98ebf4aa9c6015312e2110ce479fe5a941d74bae44b",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-28T02:43:34Z",
    "title_canon_sha256": "fe375a4e1eee735835332f8640684cd72b57284dedff6416d64a170b5ba7c6cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29272",
    "kind": "arxiv",
    "version": 1
  }
}