Triple

T19943569
Position Surface form Disambiguated ID Type / Status
Subject Write Your Own insurance companies E479366 entity
Predicate usesRatesSetBy P137944 FINISHED
Object National Flood Insurance Program NE NERFINISHED

How this triple was built (3 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: [Write Your Own insurance companies, usesRatesSetBy, National Flood Insurance Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Flood Insurance Program
Context triple: [Write Your Own insurance companies, usesRatesSetBy, 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. 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.
  • D. 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.
  • E. Hazard Mitigation Grant Program
    The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesRatesSetBy
Context triple: [Write Your Own insurance companies, usesRatesSetBy, National Flood Insurance Program]
  • A. usesPolicyRate
    Indicates that one entity applies or bases its actions or decisions on a specified policy interest rate.
  • B. hasRateType
    Indicates the specific category or scheme under which a rate (such as a price, fee, or interest) is defined or applied.
  • C. supportsCodeRates
    Indicates that one entity is capable of handling, processing, or operating at the specific code rates associated with another entity.
  • D. exportRate
    Indicates the rate or proportion at which goods, services, or resources are sent out from one entity or region to others.
  • E. setsPolicyRate
    Indicates that an entity determines and establishes the official policy interest rate applied within a monetary or regulatory framework.
  • F. None of above. chosen

Provenance (4 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.
PD Predicate disambiguation batch_69e537f47c508190853c4e009c6b5566 completed April 19, 2026, 8:15 p.m.
PDg Predicate description generation batch_69e543c42c688190a22f4d31ec692377 completed April 19, 2026, 9:06 p.m.
Created at: April 10, 2026, 1:54 p.m.