Pith Number

pith:MPKSNXMG

pith:2023:MPKSNXMGL2KWVIBKB7SFLBJHBX

not attested not anchored not stored refs pending

Can LLMs be Good Financial Advisors?: An Initial Study in Personal Decision Making for Optimized Outcomes

Bharath Muppasani, Biplav Srivastava, Kausik Lakkaraju, Sai Krishna Revanth Vuruma, Vishal Pallagani

arxiv:2307.07422 v1 · 2023-07-08 · 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{MPKSNXMGL2KWVIBKB7SFLBJHBX}

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

Interpretable LLMs for Credit Risk: A Systematic Review and Taxonomy

Receipt and verification

First computed	2026-07-05T06:30:55.424846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63d526dd865e956aa02a0fe45585270dd8f67f1010fd0a7c7bba1a01544f4bf8

Aliases

arxiv: 2307.07422 · arxiv_version: 2307.07422v1 · doi: 10.48550/arxiv.2307.07422 · pith_short_12: MPKSNXMGL2KW · pith_short_16: MPKSNXMGL2KWVIBK · pith_short_8: MPKSNXMG

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/MPKSNXMGL2KWVIBKB7SFLBJHBX \
  | 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: 63d526dd865e956aa02a0fe45585270dd8f67f1010fd0a7c7bba1a01544f4bf8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8dec50ff1424c448270d540ec150ca77e08f84c1e6a25082bbb11d153098ce1e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-08T17:21:55Z",
    "title_canon_sha256": "839dbfb3ee2136f7ff29bd6f8e9cb5a7b1eb0dbd3af396c3e8d409759f3a9ae9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.07422",
    "kind": "arxiv",
    "version": 1
  }
}