Pith Number

pith:JUDHW35M

pith:2026:JUDHW35MUETBP5H4LWBBXII2WL

not attested not anchored not stored refs pending

Dialogue to Detection: A Multimodal Hybrid NLP Pipeline for Insurance Fraud Detection

Abdul Hamid Sadka, Amal Htait, Emma Meisingseth, Karishma Jaitly, Muhammad Shakeel Akram

arxiv:2606.28002 v1 · 2026-06-26 · cs.CL · cs.AI · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JUDHW35MUETBP5H4LWBBXII2WL}

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

Dialogue to Detection: A Multimodal Hybrid NLP Pipeline for Insurance Fraud Detection

Receipt and verification

First computed	2026-06-29T01:14:54.904064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d067b6faca12617f4fc5d821ba11ab2d85351388d2999fc357b4b082ade19d4

Aliases

arxiv: 2606.28002 · arxiv_version: 2606.28002v1 · doi: 10.48550/arxiv.2606.28002 · pith_short_12: JUDHW35MUETB · pith_short_16: JUDHW35MUETBP5H4 · pith_short_8: JUDHW35M

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/JUDHW35MUETBP5H4LWBBXII2WL \
  | 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: 4d067b6faca12617f4fc5d821ba11ab2d85351388d2999fc357b4b082ade19d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f5fac9cd985b536f75f564d92a27d6bc9aacde75814662ca598d10055601969",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-26T11:59:05Z",
    "title_canon_sha256": "9d276bfa04f7b765808bfc818018a11302ca11956fb63478754b4d8141ba4d0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28002",
    "kind": "arxiv",
    "version": 1
  }
}