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Government Vertical Sample Prompts

Six practical prompts covering open-data publication, cross-agency information exchange, digital identity trust services, and FOIA response workflows. Government personas operate under strict accessibility, provenance, and records-management constraints that FCC captures in the R.I.S.C.E.A.R. Constraints slot.

Personas Used

Persona ID Full Name Category Role in Prompts
GDS Government Data Steward government DCAT-US, open data, quality
CIP Civic Information Publisher government Public communication, plain language
NIS NIEM Integration Specialist government NIEM IEPD authoring and exchange
IAR Identity & Access Reviewer government eIDAS, trust services, NIST 800-63
FOIA Freedom of Information Analyst government FOIA/Privacy Act responses
GOC Government Ontology Coordinator government (champion-style) Cross-agency vocabulary alignment

Prompt 1: Open Data Publication with DCAT-US 3.0

Audience: Professional Difficulty: intermediate Personas: GDS, CIP

Context

An agency wants to publish a quarterly infrastructure-spending dataset on data.gov.

Prompt

GDS leads with CIP review.

Find: inventory the source tables, their update cadence, any PII or
CUI content, and the currently available metadata.

Create: produce a DCAT-US 3.0 JSON-LD catalog entry including
accrualPeriodicity, bureauCode, programCode, accessLevel, rights,
describedBy (data dictionary URL), and at least two distributions
(CSV and Parquet). Add a plain-language summary (grade 9 reading
level) written by CIP.

Critique: run the catalog entry through the common validator and
list any errors or warnings. Identify one accessibility gap in the
landing page that an OCR audit would flag.

Expected Output

  • DCAT-US JSON-LD record
  • Plain-language summary
  • Validator report and accessibility notes

Variations

  • Extend with a geospatial distribution referencing USGS coordinate schema

Prompt 2: Cross-Agency NIEM 6.0 Exchange

Audience: Professional Difficulty: advanced Personas: NIS, GOC

Prompt

Design a NIEM 6.0 IEPD for exchanging juvenile-justice diversion
program outcomes between a state AOC and a county behavioral health
authority.

Find: scope the exchange content, map to NIEM Core and Justice and
Human Services domains, and note any reused IEPDs.

Create: produce the IEPD skeleton (MPD catalog, extension schema,
exchange schema, sample instance, business rules) and a constraint
schema (NDR 5.0 compliant).

Critique: GOC to validate domain selections and surface any term
conflicts with an existing Health and Human Services IEPD that the
county already uses.

Expected Output

  • IEPD skeleton
  • Conformance summary
  • GOC alignment memo

Prompt 3: eIDAS 2.0 Trust Services Review

Audience: Professional Difficulty: advanced Personas: IAR

Prompt

Assess a proposed citizen-portal login flow for compliance with
eIDAS 2.0 and the European Digital Identity Wallet. Confirm whether
the flow achieves level "high," identify required qualified trust
service providers, and list the top three legal residual risks.
Map the controls to NIST SP 800-63-4 IAL/AAL/FAL equivalents for
any US citizens authenticating through the same portal.

Expected Output

  • eIDAS level determination
  • Trust-service dependency list
  • NIST crosswalk

Prompt 4: FOIA Response Drafting

Audience: Professional Difficulty: intermediate Personas: FOIA, CIP

Prompt

A journalist filed a FOIA request for all emails between Director X
and any lobbying organization registered under the LDA between
2024-01-01 and 2025-12-31.

Find: scope the request, identify custodians, and estimate volume.

Create: draft (a) an acknowledgement letter with fee estimate, (b) a
Vaughn index covering the first 50 responsive records with exemption
cites (b(5), b(6)) where applicable, (c) a public-facing release
notice written by CIP in plain language.

Critique: list three litigation risks if the agency over-redacts,
and three if it under-redacts.

Expected Output

  • Acknowledgement letter
  • Vaughn index excerpt
  • Dual-risk analysis

Prompt 5: Civic Communication Rewrite

Audience: Professional Difficulty: beginner Personas: CIP

Prompt

Rewrite the attached 1,200-word policy memorandum on unemployment
insurance eligibility into a 350-word web article at grade 7 reading
level. Preserve every regulatory citation, keep all dollar amounts
accurate, and add a three-step "what to do next" box.

Expected Output

  • Rewritten article
  • Citation check list

Prompt 6: Cross-Agency Vocabulary Reconciliation

Audience: Professional Difficulty: advanced Personas: GOC, GDS, NIS

Prompt

Three agencies use conflicting definitions of "household" in their
data catalogs. Produce a harmonization proposal that preserves each
agency's legal definitions while enabling cross-agency analytics.
Use the FCC VocabularyProviderPlugin contract to express mappings
and publish the canonical term under the federated KG.

Expected Output

  • Harmonized definition brief
  • VocabularyMapping YAML stub
  • Plan for publishing to the federated KG

See Also

  • DCAT-US 3.0 specification
  • NIEM 6.0 Naming and Design Rules
  • docs/tutorials/sample-prompts/knowledge-federation-prompts.md