Triple

T930564
Position Surface form Disambiguated ID Type / Status
Subject Federal Emergency Management Agency E20082 entity
Predicate predecessor P97 FINISHED
Object Office of Emergency Preparedness
The Office of Emergency Preparedness was a former U.S. federal agency responsible for coordinating national civil defense and disaster preparedness efforts before its functions were absorbed into later organizations such as FEMA.
E1193 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: Office of Emergency Preparedness | Statement: [Federal Emergency Management Agency, predecessor, Office of Emergency Preparedness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Emergency Preparedness
Context triple: [Federal Emergency Management Agency, predecessor, Office of Emergency Preparedness]
  • A. Office of Preparedness and Emergency Management
    The Office of Preparedness and Emergency Management is a division of Massachusetts’ public health system responsible for planning, coordinating, and supporting the state’s response to public health emergencies and disasters.
  • B. Office of Emergency Operations
    The Office of Emergency Operations is a division of the National Nuclear Security Administration responsible for preparing for and responding to nuclear and radiological emergencies to protect national security and public safety.
  • C. Office for Emergency Management
    The Office for Emergency Management was a World War II-era U.S. federal agency in the Executive Office of the President that coordinated national defense and emergency preparedness activities.
  • D. Emergency Preparedness and Response Directorate
    The Emergency Preparedness and Response Directorate was a former division of the U.S. Department of Homeland Security responsible for coordinating federal disaster response and recovery efforts, including oversight of FEMA.
  • E. Office of the Assistant Secretary for Preparedness and Response
    The Office of the Assistant Secretary for Preparedness and Response is a U.S. federal office within the Department of Health and Human Services responsible for leading the nation’s medical and public health preparedness for, response to, and recovery from emergencies and disasters.
  • 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: Office of Emergency Preparedness
Triple: [Federal Emergency Management Agency, predecessor, Office of Emergency Preparedness]
Generated description
The Office of Emergency Preparedness was a former U.S. federal agency responsible for coordinating national civil defense and disaster preparedness efforts before its functions were absorbed into later organizations such as FEMA.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Emergency Preparedness
Target entity description: The Office of Emergency Preparedness was a former U.S. federal agency responsible for coordinating national civil defense and disaster preparedness efforts before its functions were absorbed into later organizations such as FEMA.
  • A. Office of Preparedness and Emergency Management
    The Office of Preparedness and Emergency Management is a division of Massachusetts’ public health system responsible for planning, coordinating, and supporting the state’s response to public health emergencies and disasters.
  • B. Office of Emergency Operations
    The Office of Emergency Operations is a division of the National Nuclear Security Administration responsible for preparing for and responding to nuclear and radiological emergencies to protect national security and public safety.
  • C. Office for Emergency Management chosen
    The Office for Emergency Management was a World War II-era U.S. federal agency in the Executive Office of the President that coordinated national defense and emergency preparedness activities.
  • D. Emergency Preparedness and Response Directorate
    The Emergency Preparedness and Response Directorate was a former division of the U.S. Department of Homeland Security responsible for coordinating federal disaster response and recovery efforts, including oversight of FEMA.
  • E. Office of the Assistant Secretary for Preparedness and Response
    The Office of the Assistant Secretary for Preparedness and Response is a U.S. federal office within the Department of Health and Human Services responsible for leading the nation’s medical and public health preparedness for, response to, and recovery from emergencies and disasters.
  • F. None of above.

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.