Triple

T19943638
Position Surface form Disambiguated ID Type / Status
Subject Federal Emergency Management Agency floodplain mapping program E479367 entity
Predicate relatedTo P37 FINISHED
Object National Flood Insurance Program — NE NERFINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: National Flood Insurance Program | Statement: [Federal Emergency Management Agency floodplain mapping program, relatedTo, National Flood Insurance Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Flood Insurance Program
Context triple: [Federal Emergency Management Agency floodplain mapping program, relatedTo, National Flood Insurance Program]
  • A. National Flood Insurance Program chosen
    The National Flood Insurance Program is a U.S. government initiative that provides flood insurance to property owners and encourages communities to adopt and enforce floodplain management regulations to reduce flood risk.
  • B. National Flood Insurance Act of 1968
    The National Flood Insurance Act of 1968 is a U.S. federal law that created the National Flood Insurance Program, enabling federally backed flood insurance for property owners in flood-prone areas.
  • C. FEMA Public Assistance Program
    The FEMA Public Assistance Program is a federal disaster relief initiative that provides funding and support to state, local, tribal, and territorial governments, as well as certain nonprofits, to repair, replace, or restore infrastructure and facilities damaged by major disasters.
  • D. Individual Assistance Program
    The Individual Assistance Program is a FEMA initiative that provides financial help and direct services to individuals and households affected by major disasters who have uninsured or underinsured necessary expenses and serious needs.
  • E. Disaster Loan Program
    The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8e522a17c819095165d4d24939fd8 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65a64b2788190a49c4ed40aa93b98 completed April 20, 2026, 4:55 p.m.
Created at: April 10, 2026, 1:54 p.m.