Pith Number

pith:QNGYFKZE

pith:2026:QNGYFKZESETENTBXA3X2LBZLIU

not attested not anchored not stored refs pending

FFinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming

Chaeyun Kim, Daeyoung Park, Eunji Song, Jinyoung Jeong, Junghwan Kim, Minwoo Kim, YongTaek Lim

arxiv:2606.19887 v1 · 2026-06-18 · cs.CR · 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{QNGYFKZESETENTBXA3X2LBZLIU}

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	2026-06-19T16:12:37.826900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

834d82ab24912646cc3706efa5872b4516f605cea446136c257e5fd37aa31483

Aliases

arxiv: 2606.19887 · arxiv_version: 2606.19887v1 · doi: 10.48550/arxiv.2606.19887 · pith_short_12: QNGYFKZESETE · pith_short_16: QNGYFKZESETENTBX · pith_short_8: QNGYFKZE

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/QNGYFKZESETENTBXA3X2LBZLIU \
  | 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: 834d82ab24912646cc3706efa5872b4516f605cea446136c257e5fd37aa31483

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f517cccfd34fd2aac3e1b089c101420daea35b820c7767bc9e0411b04a3846cf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-06-18T07:46:18Z",
    "title_canon_sha256": "d6c5b6944d5a22959ecfb45f69e6303c24ff8c4b4a7c908b41dbb80aff8bd2c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19887",
    "kind": "arxiv",
    "version": 1
  }
}