Pith Number

pith:2ZU4CENA

pith:2026:2ZU4CENAEK5M2NYRHTHTGLECZ6

not attested not anchored not stored refs pending

BizFinBench.v2: Towards Reliable LLMs in Finance via Real-User Data and Offline/Online Bilingual Evaluation

Guilong Lu, Liwen Zhang, Rongjunchen Zhang, Shuai Jia, Xin Guo, Xuntao Guo, Zhi Yang

arxiv:2601.06401 v2 · 2026-01-10 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2ZU4CENAEK5M2NYRHTHTGLECZ6}

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

Automated Instruction Revision (AIR): A Structured Comparison of Task Adaptation Strategies for LLM

Receipt and verification

First computed	2026-07-14T01:22:03.083297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d669c111a022bacd37113ccf332c82cfb2a985dc2dc18df9d8f09f3d4b219ec8

Aliases

arxiv: 2601.06401 · arxiv_version: 2601.06401v2 · doi: 10.48550/arxiv.2601.06401 · pith_short_12: 2ZU4CENAEK5M · pith_short_16: 2ZU4CENAEK5M2NYR · pith_short_8: 2ZU4CENA

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/2ZU4CENAEK5M2NYRHTHTGLECZ6 \
  | 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: d669c111a022bacd37113ccf332c82cfb2a985dc2dc18df9d8f09f3d4b219ec8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "446d53f42c45112888df2a098ba4c3f7bd907bd7943b962d077cd27074c384dd",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-01-10T02:51:53Z",
    "title_canon_sha256": "8a4347e3769239666bd60e74d915aa76132b09be0eb024f5f78479c2cc291a9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.06401",
    "kind": "arxiv",
    "version": 2
  }
}