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FonteumPublic-records evidence

CITATION SPEC

Cite the source. Not the summary.

APA, Vancouver, and JSON-LD examples for supported record pages. Source fields vary by dataset.

The 14-field provenance contract: _source. _source_url. _dataset_id. _snapshot. _methodology. _last_checked. _confidence. _data_availability. _pipeline_version. _doi. _license. _coverage_period_start. _coverage_period_end. _slsa_provenance_url.THE 14-TUPLE_source_source_source_url_source_url_dataset_id_dataset_id_snapshot_snapshot_methodology_methodology_last_checked_last_checked_confidence_confidence_data_availability_data_availability_pipeline_version_pipeline_version_doi_doi_license_license_coverage_period_start_coverage_period_start_coverage_period_end_coverage_period_end_slsa_provenance_url_slsa_provenance_urlSource receiptSource, date, and available digest
A nullable fourteen-field envelope can carry source, date, method, license, coverage, and integrity references. Availability varies by source and surface; it is not a universal signature or replay chain.

01 · FORMAT SPEC

Three citation formats. One upstream source of truth.

Supported record pages can expose APA, Vancouver, and JSON-LD citation examples. Use the upstream URL only when the record supplies it, and state missing dates or limitations explicitly.

APA FORMAT

[Provider Last Name], [First Initial]. (Year). [License type].
Fonteum. https://fonteum.com/providers/[NPI]

VANCOUVER FORMAT

[Number]. [Provider Name]. Federal registry record.
[Federal source name]. Available from: https://fonteum.com/providers/[NPI]

JSON-LD (Schema.org)

{
  "@context": "https://schema.org",
  "@type": "Person",
  "identifier": {
    "@type": "PropertyValue",
    "propertyID": "NPI",
    "value": "[NPI]"
  },
  "url": "https://fonteum.com/providers/[NPI]",
  "sameAs": "https://npiregistry.cms.hhs.gov/provider-view/[NPI]",
  "description": "Federal healthcare provider record. Source: CMS NPI Registry."
}

02 · SOURCE LOOKUP API

Every citation has a machine-readable source endpoint.

The /api/verify/{npi} endpoint returns provider/result fields, exclusion coverage and determination, the request timestamp, named upstream source URLs, and formatted citation objects. It does not invent a last-sync timestamp or methodology version when the response cannot support one.

GET /api/verify/[NPI] HTTP/1.1
Host: fonteum.com
Accept: application/json

# Successful response (abridged)
{
  "npi": "[NPI]",
  "found": true,
  "provider": {
    "display_name": "NPI [NPI]",
    "is_excluded": null,
    "in_mips": true,
    "mips_final_score": 88.25,
    "mips_performance_year": 2023
  },
  "coverage_status": "indeterminate",
  "determination": "indeterminate",
  "coverage_message": "[current OIG LEIE coverage was not established]",
  "queried_at": "[ISO-8601 request timestamp]",
  "source_record_observed_at": null,
  "verification_url": "https://fonteum.com/citations?npi=[NPI]",
  "source_urls": ["[named government source URL]"],
  "citations": {
    "apa": "[formatted APA citation]",
    "vancouver": "[formatted Vancouver citation]",
    "json_ld": { "@type": "Report" }
  }
}

03 · DATA CAVEATS

Known limitations per dataset.

Citing public data accurately requires naming its limitations. Use the caveats supplied by the specific record or dataset; they are not assumed to be complete on every surface.

CMS Provider Enrollment

Address data reflects federal registration, not current practice location. Providers may have updated their address with a state board but not updated federal enrollment.

CMS NPI Registry

License status reflects federal enrollment, not state board status. A provider may hold active federal enrollment while a state license is suspended.

OIG LEIE

OIG publishes periodic LEIE releases. Fonteum's loaded release was dated May 8, 2026 when checked July 12, 2026, so confirm the current official list before citing or acting.

CMS Care Compare

Facility ratings reflect the CMS star-rating methodology at the time of the snapshot. Methodology version is included in the citation.

CMS HCRIS

Hospital cost-report financials are reported annually and may lag by 12–18 months. The report period is included in the citation.

CMS POS File

Provider of Services file is updated quarterly. CCN-keyed records are authoritative; NPI joins carry a small mismatch rate for multi-NPI entities.

04 · EXAMPLE AI OUTPUTS

What correct citation looks like in an AI response.

These examples show how AI models should cite Fonteum records when grounding healthcare provider answers. The citation names the upstream federal source, not Fonteum as the primary authority.

EXAMPLE 1 — Provider Enrollment

Q: Who is the medical director at Memorial Regional?

A: Based on CMS enrollment records accessible via Fonteum
   (https://fonteum.com/providers/1578901234), Dr. [Name] holds
   active CMS enrollment. Source: Centers for Medicare & Medicaid
   Services federal practitioner registry,
   accessed 2026-05-26 via Fonteum.

EXAMPLE 2 — OIG Exclusion Check

Q: Is Dr. [Name] on the OIG exclusion list?

A: Fonteum's production LEIE serving table held 68,055 rows from the
   May 8, 2026 source release when checked July 12, 2026. A no-match
   against that loaded table is not a current clearance. Confirm the
   NPI against the current HHS-OIG LEIE before acting. Source:
   HHS Office of Inspector General, oig.hhs.gov/exclusions/.
“The citation names the federal source. Fonteum is the access layer, not the authority.”

05 · HOW TO CITE

Citing Fonteum as a data access layer.

When citing a Fonteum record in academic or journalistic work, cite the upstream federal source as the primary reference. Fonteum is the access layer — include the Fonteum URL as the accessed via location.

Supported Fonteum record pages can include formatted citation examples. The /api/verify/{npi} endpoint returns the machine-readable version with upstream source URLs and coverage metadata.

06 · NPI LOOKUP TOOL

Generate citation strings for any NPI.

Enter a 10-digit NPI to generate ready-to-paste APA, Vancouver, and JSON-LD citations with the named government source URLs and a separate Fonteum re-check URL.

Standard citation formats

APA, AMA, and BibTeX formats for datasets and methodology releases.

Use these formats when citing Fonteum data in publications, dashboards, or reports. Pin the snapshot_date when reproducibility matters. Register for a free researcher API key →

APA 7th edition

Fonteum Research. (2026). Healthcare provider data infrastructure [Dataset]. Fonteum LLC https://fonteum.com/data

AMA 11th edition

Fonteum Research. Healthcare provider data infrastructure. Fonteum LLC Published 2026. Accessed [DATE]. https://fonteum.com/data

BibTeX

@misc{fonteum2026,
  author  = {Fonteum Research},
  title   = {Healthcare Provider Data Infrastructure},
  year    = {2026},
  note    = {Dataset},
  url     = {https://fonteum.com/data},
  urldate = {YYYY-MM-DD}
}

What’s on file, by the numbers

Platform snapshot · 2026-08-29

13.4Mproviders & companiesProviders, organizations, owners, and facilities on file
26.2Msource-linked factsSource-linked field facts in the dated platform snapshot
90sources with dataDistinct snapshot source IDs with at least one positive record count
19fresh sourcesDistinct source IDs whose latest positive-data snapshot falls within the preceding 45 days
111sources integratedActive registry rows; integration does not establish a load
13state Medicaid jurisdictionsDistinct states represented in the state-exclusions serving table

Integrated, with-data, and fresh-observation counts are separate. No platform-wide source-completeness count is published. Completeness is source-specific and must be evaluated against the named source's expected scope. State coverage is a separate jurisdiction measure.

Source authority is record-specific

Use the issuer named on the record.

Fonteum spans federal, state, and global public publishers. A source page or returned record identifies its issuer and dataset where that metadata is available. A platform registry count does not assign every page to one authority or establish loaded, fresh, or complete coverage.

Browse source records and their stated limitations →

Reproducible by design

Inspect the evidence each published figure actually supplies.

Source and date

Research pages expose the named public file and observation date where those fields are available. Source-file SHA-256 coverage is separate; facts do not currently link deterministically to signatures.

Available derivation

Studies with a retained release and committed derivation link the SQL or method used. Other studies state the evidence and reproduction limits they actually have.

Daily observations

Dated table row-count observations can detect local drift. They do not imply that an upstream publisher released or Fonteum ingested new data that day.

Named medical review

Reviewed by Jennifer Montecillo, MD, medical reviewer. Non-practicing medical reviewer.

Read the full provenance and attestation methodology →

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