Triple

T16832540
Position Surface form Disambiguated ID Type / Status
Subject Emergency Management Assistance Compact E409185 entity
Predicate coordinatedBy P86 FINISHED
Object National Emergency Management Association
The National Emergency Management Association is a professional nonprofit organization representing state emergency management directors in the United States, focused on improving preparedness, response, recovery, and mitigation capabilities nationwide.
E1235620 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 Emergency Management Association | Statement: [Emergency Management Assistance Compact, coordinatedBy, National Emergency Management Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Emergency Management Association
Context triple: [Emergency Management Assistance Compact, coordinatedBy, National Emergency Management Association]
  • A. National Incident Management Assistance Teams
    The National Incident Management Assistance Teams are specialized federal teams that rapidly deploy to support state, local, tribal, and territorial authorities in coordinating and managing large-scale emergencies and disasters across the United States.
  • B. United States emergency management system
    The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
  • C. 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.
  • 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. FEMA
    FEMA is an Indian law enacted in 1999 that governs foreign exchange transactions and aims to facilitate external trade and payments while promoting the orderly development of the country’s foreign exchange market.
  • 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 Emergency Management Association
Triple: [Emergency Management Assistance Compact, coordinatedBy, National Emergency Management Association]
Generated description
The National Emergency Management Association is a professional nonprofit organization representing state emergency management directors in the United States, focused on improving preparedness, response, recovery, and mitigation capabilities nationwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Emergency Management Association
Target entity description: The National Emergency Management Association is a professional nonprofit organization representing state emergency management directors in the United States, focused on improving preparedness, response, recovery, and mitigation capabilities nationwide.
  • A. National Incident Management Assistance Teams
    The National Incident Management Assistance Teams are specialized federal teams that rapidly deploy to support state, local, tribal, and territorial authorities in coordinating and managing large-scale emergencies and disasters across the United States.
  • B. United States emergency management system
    The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
  • C. 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.
  • 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. FEMA
    FEMA is an Indian law enacted in 1999 that governs foreign exchange transactions and aims to facilitate external trade and payments while promoting the orderly development of the country’s foreign exchange market.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b318b8b88190b3266f4f06a955c1 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2a2a5348190b14af8ab88a281b7 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b475236c8190a345b4c8d3c6cfcf completed May 10, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00b6dfbf448190b41bb7d103ddfc0a completed May 10, 2026, 4:48 p.m.
Created at: April 10, 2026, 5:23 a.m.