Pith Number

pith:OVPDE5HO

pith:2025:OVPDE5HOMO5DJTPAGZWT4CIJNA

not attested not anchored not stored refs pending

M3: Conversational LLMs Simplify Secure Clinical Data Access, Understanding, and Analysis

Amelia Fiske, Leo Anthony Celi, Pedro Moreira, Rafi Al Attrach, Rajna Fani, Renato Umeton

arxiv:2507.01053 v4 · 2025-06-27 · cs.IR · cs.AI · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OVPDE5HOMO5DJTPAGZWT4CIJNA}

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

2 papers in Pith

ClinQueryAgent: A Conversational Agent for Population Health Management

Coding-Free and Privacy-Preserving Agentic Framework for Data-Driven Clinical Research

Receipt and verification

First computed	2026-05-21T01:05:06.413031Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

755e3274ee63ba34cde0366d3e09096826de8b9694720874961db7ce8411812d

Aliases

arxiv: 2507.01053 · arxiv_version: 2507.01053v4 · doi: 10.48550/arxiv.2507.01053 · pith_short_12: OVPDE5HOMO5D · pith_short_16: OVPDE5HOMO5DJTPA · pith_short_8: OVPDE5HO

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/OVPDE5HOMO5DJTPAGZWT4CIJNA \
  | 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: 755e3274ee63ba34cde0366d3e09096826de8b9694720874961db7ce8411812d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e2dbe03b1a9871d15d00af5d040ee34435fb3eeda3f8d7eacb63a0e340ab3c7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-06-27T16:24:17Z",
    "title_canon_sha256": "dd3cf0365bbf140dbbfaae35a60446fd5a94d01ae7b492fb5c098598daf72d0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01053",
    "kind": "arxiv",
    "version": 4
  }
}