Triple

T930585
Position Surface form Disambiguated ID Type / Status
Subject Federal Emergency Management Agency E20082 entity
Predicate oversees P46 FINISHED
Object 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.
E109605 NE FINISHED

How this triple was built (4 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, oversees, 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, oversees, National Flood Insurance Program]
  • A. 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.
  • B. Federal Housing Administration
    The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
  • C. Federal Insurance Office
    The Federal Insurance Office is a U.S. Treasury Department unit that monitors the insurance industry, identifies systemic risks and gaps in regulation, and advises on national and international insurance policy.
  • D. Federal Emergency Management Agency
    The Federal Emergency Management Agency (FEMA) is the U.S. government agency responsible for coordinating disaster preparedness, response, and recovery efforts nationwide.
  • E. Homeland Security Grant Program
    The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: National Flood Insurance Program
Triple: [Federal Emergency Management Agency, oversees, National Flood Insurance Program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Flood Insurance Program
Target entity description: 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.
  • A. 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.
  • B. Federal Housing Administration
    The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
  • C. Federal Insurance Office
    The Federal Insurance Office is a U.S. Treasury Department unit that monitors the insurance industry, identifies systemic risks and gaps in regulation, and advises on national and international insurance policy.
  • D. Federal Emergency Management Agency
    The Federal Emergency Management Agency (FEMA) is the U.S. government agency responsible for coordinating disaster preparedness, response, and recovery efforts nationwide.
  • E. Homeland Security Grant Program
    The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
  • F. None of above. chosen

Provenance (5 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b349b3d0819090c58b4fb60c6a1b completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7ee1108188190a26c73864c697061 completed March 4, 2026, 8:32 a.m.
NEDg Description generation batch_69a7f1a1214481909538745d5713e402 completed March 4, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7f2303534819094ae764b20d223ee completed March 4, 2026, 8:49 a.m.
Created at: March 1, 2026, 7:40 p.m.