Triple

T930602
Position Surface form Disambiguated ID Type / Status
Subject Federal Emergency Management Agency E20082 entity
Predicate employerOf P7 FINISHED
Object Administrator of FEMA
The Administrator of FEMA is the top executive official responsible for leading the United States’ federal emergency management efforts, including preparedness, response, recovery, and mitigation for disasters.
E109608 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: Administrator of FEMA | Statement: [Federal Emergency Management Agency, employerOf, Administrator of FEMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Administrator of FEMA
Context triple: [Federal Emergency Management Agency, employerOf, Administrator of FEMA]
  • A. United States Secretary of Homeland Security
    The United States Secretary of Homeland Security is the head of the Department of Homeland Security, responsible for coordinating national efforts to prevent and respond to terrorism, natural disasters, and other domestic threats.
  • B. Chief Intelligence Officer of the Department of Homeland Security
    The Chief Intelligence Officer of the Department of Homeland Security is the senior official responsible for overseeing and integrating intelligence activities across DHS to support national security and homeland protection efforts.
  • C. President of the American Red Cross
    The President of the American Red Cross is the chief executive leader responsible for overseeing the organization’s humanitarian, disaster relief, and blood services operations across the United States.
  • 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. Minister of State for Disaster Management
    The Minister of State for Disaster Management is a Japanese government cabinet position responsible for overseeing national policies and coordination related to disaster prevention, preparedness, response, and recovery.
  • 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: Administrator of FEMA
Triple: [Federal Emergency Management Agency, employerOf, Administrator of FEMA]
Generated description
The Administrator of FEMA is the top executive official responsible for leading the United States’ federal emergency management efforts, including preparedness, response, recovery, and mitigation for disasters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Administrator of FEMA
Target entity description: The Administrator of FEMA is the top executive official responsible for leading the United States’ federal emergency management efforts, including preparedness, response, recovery, and mitigation for disasters.
  • A. United States Secretary of Homeland Security
    The United States Secretary of Homeland Security is the head of the Department of Homeland Security, responsible for coordinating national efforts to prevent and respond to terrorism, natural disasters, and other domestic threats.
  • B. Chief Intelligence Officer of the Department of Homeland Security
    The Chief Intelligence Officer of the Department of Homeland Security is the senior official responsible for overseeing and integrating intelligence activities across DHS to support national security and homeland protection efforts.
  • C. President of the American Red Cross
    The President of the American Red Cross is the chief executive leader responsible for overseeing the organization’s humanitarian, disaster relief, and blood services operations across the United States.
  • 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. Minister of State for Disaster Management
    The Minister of State for Disaster Management is a Japanese government cabinet position responsible for overseeing national policies and coordination related to disaster prevention, preparedness, response, and recovery.
  • 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b34b302c81908fa32cb18f551493 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.