Pith Number

pith:QMKIA63R

pith:2026:QMKIA63R4LMRINGNBOLT6K7MCE

not attested not anchored not stored refs pending

Could Large Language Models work as Post-hoc Explainability Tools in Credit Risk Models?

Dingyuan Liu, Liya Li, Wenxi Geng, Yiqing Wang

arxiv:2602.18895 v2 · 2026-02-21 · 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{QMKIA63R4LMRINGNBOLT6K7MCE}

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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

Signal or Noise in Multi-Agent LLM-based Stock Recommendations?

Receipt and verification

First computed	2026-05-20T00:04:26.233977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8314807b71e2d91434cd0b973f2bec111a0fff55a7196dfd2aaaf402b51e6e36

Aliases

arxiv: 2602.18895 · arxiv_version: 2602.18895v2 · doi: 10.48550/arxiv.2602.18895 · pith_short_12: QMKIA63R4LMR · pith_short_16: QMKIA63R4LMRINGN · pith_short_8: QMKIA63R

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/QMKIA63R4LMRINGNBOLT6K7MCE \
  | 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: 8314807b71e2d91434cd0b973f2bec111a0fff55a7196dfd2aaaf402b51e6e36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd34da2192cb54ca0c8921ca6980800694c6b85179ba6d2ab772ae2e694807a2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.RM",
    "submitted_at": "2026-02-21T16:35:06Z",
    "title_canon_sha256": "628d96c1c08ae0eafcce01caf494a7d366b49d038fb6abbc1c0f6ad051e5632f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.18895",
    "kind": "arxiv",
    "version": 2
  }
}