Pith Number

pith:URYMMZPQ

pith:2025:URYMMZPQBKUKGQ7KLQNXYFZISZ

not attested not anchored not stored refs pending

Explainable AI for Comprehensive Risk Assessment for Financial Reports: A Lightweight Hierarchical Transformer Network Approach

Stanley Kok, Xue Wen Tan

arxiv:2506.23767 v2 · 2025-06-30 · q-fin.RM · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{URYMMZPQBKUKGQ7KLQNXYFZISZ}

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	2026-07-05T11:31:08.640274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a470c665f00aa8a343ea5c1b7c1728966918a67f3cb86a32e946be62113cd578

Aliases

arxiv: 2506.23767 · arxiv_version: 2506.23767v2 · doi: 10.48550/arxiv.2506.23767 · pith_short_12: URYMMZPQBKUK · pith_short_16: URYMMZPQBKUKGQ7K · pith_short_8: URYMMZPQ

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/URYMMZPQBKUKGQ7KLQNXYFZISZ \
  | 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: a470c665f00aa8a343ea5c1b7c1728966918a67f3cb86a32e946be62113cd578

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45508b3c8f2207c517128ee0ce03f91c3ea6a1d625c1180b8d82288783466f24",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.RM",
    "submitted_at": "2025-06-30T12:13:35Z",
    "title_canon_sha256": "0722e45ce6afa4c74c8d68e4b2ec9fa2f53186c53ada8479dc96eb0bdd44f97d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23767",
    "kind": "arxiv",
    "version": 2
  }
}