Triple

T15712225
Position Surface form Disambiguated ID Type / Status
Subject 2023 Maui wildfires E380866 entity
Predicate responseBy P1509 FINISHED
Object Federal Emergency Management Agency E20082 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: Federal Emergency Management Agency | Statement: [2023 Maui wildfires, responseBy, Federal Emergency Management Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federal Emergency Management Agency
Context triple: [2023 Maui wildfires, responseBy, Federal Emergency Management Agency]
  • A. Federal Emergency Management Agency chosen
    The Federal Emergency Management Agency (FEMA) is the U.S. government agency responsible for coordinating disaster preparedness, response, and recovery efforts nationwide.
  • B. 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.
  • C. 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.
  • D. United States Department of Homeland Security
    The United States Department of Homeland Security is a federal executive department responsible for safeguarding the nation against terrorism, managing border security, and coordinating responses to natural and man-made disasters.
  • E. Office of Emergency Response
    The Office of Emergency Response is a specialized unit within Florida’s environmental agency that manages and coordinates responses to environmental emergencies such as hazardous material spills and pollution incidents.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f8f5d6081908243fa59b46b7c76 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff757f571881908015fe68df2a5e69 completed May 9, 2026, 5:57 p.m.
Created at: April 10, 2026, 4:45 a.m.