Pith Number

pith:ZS5AEWUD

pith:2025:ZS5AEWUD74WM457Y2WJMHHBMSX

not attested not anchored not stored refs pending

Beyond the Reported Cutoff: Where Large Language Models Fall Short on Financial Knowledge

Agam Shah, Liqin Ye, Sebastian Jaskowski, Sudheer Chava, Wei Xu

arxiv:2504.00042 v2 · 2025-03-30 · 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{ZS5AEWUD74WM457Y2WJMHHBMSX}

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

3 papers in Pith

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The Alpha Illusion: Reported Alpha from LLM Trading Agents Should Not Be Treated as Deployment Evidence

Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts

Receipt and verification

First computed	2026-07-05T11:44:47.317902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccba025a83ff2cce77f8d592c39c2c95e31d09b67f4d968d12b0307c8291791e

Aliases

arxiv: 2504.00042 · arxiv_version: 2504.00042v2 · doi: 10.48550/arxiv.2504.00042 · pith_short_12: ZS5AEWUD74WM · pith_short_16: ZS5AEWUD74WM457Y · pith_short_8: ZS5AEWUD

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/ZS5AEWUD74WM457Y2WJMHHBMSX \
  | 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: ccba025a83ff2cce77f8d592c39c2c95e31d09b67f4d968d12b0307c8291791e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cffbfd13a05c0d27d4d85944ffdb2ea7ff9b583e25ee24b0d19e24f1a06a2fb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-30T19:43:20Z",
    "title_canon_sha256": "cc1aebb9afc2c3094aba525b02f6b8904f00bd556d38a315ab35a8f7bf216916"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.00042",
    "kind": "arxiv",
    "version": 2
  }
}