Triple

T6326693
Position Surface form Disambiguated ID Type / Status
Subject Public Assistance programs E141878 entity
Predicate governedBy P46 FINISHED
Object FEMA Public Assistance Program and Policy Guide
The FEMA Public Assistance Program and Policy Guide is a comprehensive manual issued by the Federal Emergency Management Agency that consolidates and explains the rules, eligibility criteria, and procedures for providing federal disaster recovery funding to state, local, tribal, and territorial governments and certain nonprofits.
E586537 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: FEMA Public Assistance Program and Policy Guide | Statement: [Public Assistance programs, governedBy, FEMA Public Assistance Program and Policy Guide]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FEMA Public Assistance Program and Policy Guide
Context triple: [Public Assistance programs, governedBy, FEMA Public Assistance Program and Policy Guide]
  • A. National Disaster Recovery Framework
    The National Disaster Recovery Framework is a U.S. guidance document that outlines principles, roles, and coordinating structures to support effective, collaborative recovery from major disasters and emergencies.
  • B. Emergency Management Assistance Compact
    The Emergency Management Assistance Compact is an interstate mutual aid agreement in the United States that enables states to share resources and support each other during disasters and emergencies.
  • C. 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.
  • D. Catalog of Federal Domestic Assistance
    The Catalog of Federal Domestic Assistance is a comprehensive directory of U.S. federal programs that provide grants, loans, and other forms of assistance to governments, organizations, and individuals.
  • E. National Response Framework
    The National Response Framework is a United States guiding doctrine that outlines how the nation responds to all types of disasters and emergencies by coordinating roles, responsibilities, and resources across government and partner organizations.
  • 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: FEMA Public Assistance Program and Policy Guide
Triple: [Public Assistance programs, governedBy, FEMA Public Assistance Program and Policy Guide]
Generated description
The FEMA Public Assistance Program and Policy Guide is a comprehensive manual issued by the Federal Emergency Management Agency that consolidates and explains the rules, eligibility criteria, and procedures for providing federal disaster recovery funding to state, local, tribal, and territorial governments and certain nonprofits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FEMA Public Assistance Program and Policy Guide
Target entity description: The FEMA Public Assistance Program and Policy Guide is a comprehensive manual issued by the Federal Emergency Management Agency that consolidates and explains the rules, eligibility criteria, and procedures for providing federal disaster recovery funding to state, local, tribal, and territorial governments and certain nonprofits.
  • A. National Disaster Recovery Framework
    The National Disaster Recovery Framework is a U.S. guidance document that outlines principles, roles, and coordinating structures to support effective, collaborative recovery from major disasters and emergencies.
  • B. Emergency Management Assistance Compact
    The Emergency Management Assistance Compact is an interstate mutual aid agreement in the United States that enables states to share resources and support each other during disasters and emergencies.
  • C. 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.
  • D. Catalog of Federal Domestic Assistance
    The Catalog of Federal Domestic Assistance is a comprehensive directory of U.S. federal programs that provide grants, loans, and other forms of assistance to governments, organizations, and individuals.
  • E. National Response Framework
    The National Response Framework is a United States guiding doctrine that outlines how the nation responds to all types of disasters and emergencies by coordinating roles, responsibilities, and resources across government and partner organizations.
  • 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.