Pith Number

pith:4JYHGMDG

pith:2026:4JYHGMDGCH3TI6ES3NPU5RSJZZ

not attested not anchored not stored refs pending

Meta-Benchmarks for Financial-Services LLM Evaluation

Blair Hudson

arxiv:2607.01740 v1 · 2026-07-02 · 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{4JYHGMDGCH3TI6ES3NPU5RSJZZ}

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	2026-07-03T01:17:28.251680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e27073306611f7347892db5f4ec649ce748c0f6588d95702535d521627af4c7b

Aliases

arxiv: 2607.01740 · arxiv_version: 2607.01740v1 · doi: 10.48550/arxiv.2607.01740 · pith_short_12: 4JYHGMDGCH3T · pith_short_16: 4JYHGMDGCH3TI6ES · pith_short_8: 4JYHGMDG

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/4JYHGMDGCH3TI6ES3NPU5RSJZZ \
  | 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: e27073306611f7347892db5f4ec649ce748c0f6588d95702535d521627af4c7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "174055cc09f88124728aa88979bae5b2fe3b808c80a45fc5fe417dcc847ef322",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-02T05:52:32Z",
    "title_canon_sha256": "9856b53f7b69f72e90d8132fb16a0e5a15c43404e43bb1d841d92c57068e9e6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01740",
    "kind": "arxiv",
    "version": 1
  }
}