Pith Number

pith:SCIXBECP

pith:2025:SCIXBECPWDB5VG3ZGI7CIC37FT

not attested not anchored not stored refs pending

Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks

Antoine Bigeard, Langston Nashold, Rayan Krishnan, Shirley Wu

arxiv:2508.00828 v1 · 2025-05-20 · cs.CE

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\usepackage{pith}
\pithnumber{SCIXBECPWDB5VG3ZGI7CIC37FT}

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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

21 papers in Pith

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Leakage-Aware Benchmarking of LLM Forecasting: Real-Time Nowcasts as the Decision-Time Input for Macro Factor Ranking

AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility

Flaws in the LLM Automation Narrative

Receipt and verification

First computed	2026-07-05T11:47:28.100633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

909170904fb0c3da9b79323e240b7f2ccf606f0d895593201762d749904276f7

Aliases

arxiv: 2508.00828 · arxiv_version: 2508.00828v1 · doi: 10.48550/arxiv.2508.00828 · pith_short_12: SCIXBECPWDB5 · pith_short_16: SCIXBECPWDB5VG3Z · pith_short_8: SCIXBECP

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/SCIXBECPWDB5VG3ZGI7CIC37FT \
  | 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: 909170904fb0c3da9b79323e240b7f2ccf606f0d895593201762d749904276f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1d43381d250d45ac2f446a51cbf45571a80f556f1c99544af49cb763b85cf07",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-05-20T18:22:10Z",
    "title_canon_sha256": "db547589324c1f748063f7c40d7ca8220d9a7493b0b328184c3eed0b64f936b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00828",
    "kind": "arxiv",
    "version": 1
  }
}