Triple

T2167861
Position Surface form Disambiguated ID Type / Status
Subject Bureau for Humanitarian Assistance (USAID) E46951 entity
Predicate predecessor P97 FINISHED
Object Office of U.S. Foreign Disaster Assistance E46951 NE FINISHED

How this triple was built (2 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 U.S. Foreign Disaster Assistance | Statement: [Bureau for Humanitarian Assistance (USAID), predecessor, Office of U.S. Foreign Disaster Assistance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Office of U.S. Foreign Disaster Assistance
Context triple: [Bureau for Humanitarian Assistance (USAID), predecessor, Office of U.S. Foreign Disaster Assistance]
  • A. Bureau for Humanitarian Assistance (USAID) chosen
    The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
  • B. United States Agency for International Development
    The United States Agency for International Development (USAID) is the primary U.S. government agency responsible for administering civilian foreign aid and development assistance worldwide.
  • C. Office for the Coordination of Humanitarian Affairs
    The Office for the Coordination of Humanitarian Affairs is the United Nations body responsible for coordinating international emergency responses to humanitarian crises and disasters.
  • D. Office for Domestic Preparedness
    The Office for Domestic Preparedness was a U.S. federal agency responsible for enhancing the nation’s capacity to prevent, respond to, and recover from domestic terrorist attacks and other major emergencies, primarily through training, exercises, and grant programs for state and local authorities.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a88a184cbc8190877791f6552c2484 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbeac9d688190bfa68715e173771e completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58f26334819095202544d37e6850 completed March 9, 2026, 5:21 a.m.
Created at: March 4, 2026, 7:45 p.m.