Pith Number

pith:GWOUSSD6

pith:2023:GWOUSSD6H5JV5WBPMWCZ4BMD5V

not attested not anchored not stored refs pending

Zero-Shot Question Answering over Financial Documents using Large Language Models

Chetan Harsha, Karmvir Singh Phogat, Sai Akhil Puranam, Shashishekar Ramakrishna, Sridhar Dasaratha

arxiv:2311.14722 v1 · 2023-11-19 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GWOUSSD6H5JV5WBPMWCZ4BMD5V}

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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

2 papers in Pith

Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA

Data-Driven Function Calling Improvements in Large Language Model for Online Financial QA

Receipt and verification

First computed	2026-07-05T07:16:51.487703Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

359d49487e3f535ed82f65859e0583ed638091cb448e59db7203bf6ee5419175

Aliases

arxiv: 2311.14722 · arxiv_version: 2311.14722v1 · doi: 10.48550/arxiv.2311.14722 · pith_short_12: GWOUSSD6H5JV · pith_short_16: GWOUSSD6H5JV5WBP · pith_short_8: GWOUSSD6

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/GWOUSSD6H5JV5WBPMWCZ4BMD5V \
  | 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: 359d49487e3f535ed82f65859e0583ed638091cb448e59db7203bf6ee5419175

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c9be7788d2ff10ad55218c831f43c68c6ac0381be8084135998265bba87f04c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-19T16:23:34Z",
    "title_canon_sha256": "31e5665a7174402f3c09092fad0897fceca354e5411d0526ed24de74b74f6b87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.14722",
    "kind": "arxiv",
    "version": 1
  }
}