Pith Number

pith:MKVHTN46

pith:2023:MKVHTN466YZAO7P2FY6Z3Q26ZC

not attested not anchored not stored refs pending

Large Language Models in Cryptocurrency Securities Cases: Can a GPT Model Meaningfully Assist Lawyers?

Arianna Trozze, Bennett Kleinberg, Toby Davies

arxiv:2308.06032 v4 · 2023-08-11 · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{MKVHTN466YZAO7P2FY6Z3Q26ZC}

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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

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T07:47:58.282291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62aa79b79ef632077dfa2e3d9dc35ec8b7967840d1dd509d7f8fd3c12eb34ca5

Aliases

arxiv: 2308.06032 · arxiv_version: 2308.06032v4 · doi: 10.48550/arxiv.2308.06032 · pith_short_12: MKVHTN466YZA · pith_short_16: MKVHTN466YZAO7P2 · pith_short_8: MKVHTN46

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/MKVHTN466YZAO7P2FY6Z3Q26ZC \
  | 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: 62aa79b79ef632077dfa2e3d9dc35ec8b7967840d1dd509d7f8fd3c12eb34ca5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d8ad1397e274a84cd08b0ce8353280aad95f2d815b6d038a160f77bfd46fb41",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-11T09:23:11Z",
    "title_canon_sha256": "ba387877fc5e9620bcafe746b86ead6d51c2aa8f61813a9f95999678b203f47b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.06032",
    "kind": "arxiv",
    "version": 4
  }
}