Triple

T6326721
Position Surface form Disambiguated ID Type / Status
Subject Hazard Mitigation Grant Program E141879 entity
Predicate relatedTo P37 FINISHED
Object Building Resilient Infrastructure and Communities program
The Building Resilient Infrastructure and Communities program is a FEMA grant initiative that funds proactive, cost-effective projects to reduce disaster risk and strengthen community resilience to natural hazards.
E586539 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: Building Resilient Infrastructure and Communities program | Statement: [Hazard Mitigation Grant Program, relatedTo, Building Resilient Infrastructure and Communities program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Building Resilient Infrastructure and Communities program
Context triple: [Hazard Mitigation Grant Program, relatedTo, Building Resilient Infrastructure and Communities program]
  • A. 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.
  • B. Hurricane and Storm Damage Risk Reduction System program
    The Hurricane and Storm Damage Risk Reduction System program is a U.S. Army Corps of Engineers initiative designed to strengthen and modernize flood and storm surge defenses in the New Orleans region following Hurricane Katrina.
  • C. 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.
  • D. Office of Resilience and Mitigation
    The Office of Resilience and Mitigation is a New York State government office responsible for reducing disaster risks and strengthening communities’ ability to withstand and recover from emergencies.
  • E. Renewal Communities program
    The Renewal Communities program was a federal initiative that used tax incentives and other economic tools to stimulate investment, job creation, and revitalization in designated low-income urban and rural areas in the United States.
  • 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: Building Resilient Infrastructure and Communities program
Triple: [Hazard Mitigation Grant Program, relatedTo, Building Resilient Infrastructure and Communities program]
Generated description
The Building Resilient Infrastructure and Communities program is a FEMA grant initiative that funds proactive, cost-effective projects to reduce disaster risk and strengthen community resilience to natural hazards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Building Resilient Infrastructure and Communities program
Target entity description: The Building Resilient Infrastructure and Communities program is a FEMA grant initiative that funds proactive, cost-effective projects to reduce disaster risk and strengthen community resilience to natural hazards.
  • A. 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.
  • B. Hurricane and Storm Damage Risk Reduction System program
    The Hurricane and Storm Damage Risk Reduction System program is a U.S. Army Corps of Engineers initiative designed to strengthen and modernize flood and storm surge defenses in the New Orleans region following Hurricane Katrina.
  • C. 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.
  • D. Office of Resilience and Mitigation
    The Office of Resilience and Mitigation is a New York State government office responsible for reducing disaster risks and strengthening communities’ ability to withstand and recover from emergencies.
  • E. Renewal Communities program
    The Renewal Communities program was a federal initiative that used tax incentives and other economic tools to stimulate investment, job creation, and revitalization in designated low-income urban and rural areas in the United States.
  • 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_69c008d201748190917e69c41ba3f978 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064e833a0819096000b47e776949d completed March 22, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c60410223081908c1cf3663d4b14c0 completed March 27, 2026, 4:14 a.m.
NEDg Description generation batch_69c60626724881908e6270c2d3652c16 completed March 27, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_69c606bd2228819082fcb63493664927 completed March 27, 2026, 4:25 a.m.
Created at: March 22, 2026, 4:29 p.m.