Triple

T19943612
Position Surface form Disambiguated ID Type / Status
Subject Federal Emergency Management Agency floodplain mapping program E479367 entity
Predicate produces P490 FINISHED
Object Flood Insurance Rate Maps — 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: Flood Insurance Rate Maps | Statement: [Federal Emergency Management Agency floodplain mapping program, produces, Flood Insurance Rate Maps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flood Insurance Rate Maps
Context triple: [Federal Emergency Management Agency floodplain mapping program, produces, Flood Insurance Rate Maps]
  • A. Flood Insurance Rate Maps chosen
    Flood Insurance Rate Maps are official maps created by the U.S. Federal Emergency Management Agency that delineate flood risk zones and guide floodplain management and insurance requirements.
  • B. FEMA Map Service Center
    The FEMA Map Service Center is the official online portal where users can access and download FEMA’s flood hazard mapping products and related flood risk information.
  • C. Federal Emergency Management Agency floodplain mapping program
    The Federal Emergency Management Agency floodplain mapping program is a federal initiative that produces and updates detailed flood hazard maps used to assess flood risk, guide land-use planning, and support the National Flood Insurance Program.
  • D. National Flood Insurance Program
    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.
  • E. Special Flood Hazard Area
    Special Flood Hazard Area is a high-risk flood zone designated on federal flood maps where properties are more likely to experience significant flooding and often require flood insurance.
  • 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.