Triple

T294718
Position Surface form Disambiguated ID Type / Status
Subject Homeland Security Act of 2002 E6067 entity
Predicate establishedComponent P7724 FINISHED
Object 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.
E37935 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: Emergency Preparedness and Response Directorate | Statement: [Homeland Security Act of 2002, establishedComponent, Emergency Preparedness and Response Directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emergency Preparedness and Response Directorate
Context triple: [Homeland Security Act of 2002, establishedComponent, Emergency Preparedness and Response Directorate]
  • A. 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.
  • B. 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.
  • 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. National Protection and Programs Directorate
    The National Protection and Programs Directorate was a former U.S. Department of Homeland Security component responsible for enhancing the security and resilience of the nation’s physical and cyber infrastructure.
  • E. Division of Information of the National Emergency Council
    The Division of Information of the National Emergency Council was a U.S. federal wartime information agency that coordinated and disseminated government news and public information before being succeeded by the Office of Government Reports.
  • 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: Emergency Preparedness and Response Directorate
Triple: [Homeland Security Act of 2002, establishedComponent, Emergency Preparedness and Response Directorate]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emergency Preparedness and Response Directorate
Target entity description: 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.
  • A. 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.
  • B. 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.
  • 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. National Protection and Programs Directorate
    The National Protection and Programs Directorate was a former U.S. Department of Homeland Security component responsible for enhancing the security and resilience of the nation’s physical and cyber infrastructure.
  • E. Division of Information of the National Emergency Council
    The Division of Information of the National Emergency Council was a U.S. federal wartime information agency that coordinated and disseminated government news and public information before being succeeded by the Office of Government Reports.
  • 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_69a2e79114b081909490b3bf5a5dbb51 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ee002dd0819080f0841eb9107ee3 completed Feb. 28, 2026, 1:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3a5d514388190ac0f748a406ae43e completed March 1, 2026, 2:35 a.m.
NEDg Description generation batch_69a3a63b33408190bea3a099165d1233 completed March 1, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69a3a69b4e488190ae092d6989c75556 completed March 1, 2026, 2:38 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.