Pith Number

pith:4YIUMDRC

pith:2024:4YIUMDRCZU3X2ABITHWJNBHTSG

not attested not anchored not stored refs pending

Can GPT Improve the State of Prior Authorization via Guideline Based Automated Question Answering?

Ayush Singh, Shabnam Tafreshi, Shubham Vatsal

arxiv:2402.18419 v2 · 2024-02-28 · 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{4YIUMDRCZU3X2ABITHWJNBHTSG}

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

Advice for Diabetes Self-Management by ChatGPT Models: Challenges and Recommendations

Receipt and verification

First computed	2026-07-05T09:25:41.105407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e611460e22cd377d002899ec9684f3919c4d4b1b9dd60ebbb6ae4c643a39f5ab

Aliases

arxiv: 2402.18419 · arxiv_version: 2402.18419v2 · doi: 10.48550/arxiv.2402.18419 · pith_short_12: 4YIUMDRCZU3X · pith_short_16: 4YIUMDRCZU3X2ABI · pith_short_8: 4YIUMDRC

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/4YIUMDRCZU3X2ABITHWJNBHTSG \
  | 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: e611460e22cd377d002899ec9684f3919c4d4b1b9dd60ebbb6ae4c643a39f5ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1797e409ecb1c3ee959965d1059d408d5605c0f7840d17dba3509d209e34062",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-28T15:39:53Z",
    "title_canon_sha256": "a44d7766095598d78a7430302b1c78bcc7049ea06213a17e4786cec272047eaa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18419",
    "kind": "arxiv",
    "version": 2
  }
}