Triple

T5466651
Position Surface form Disambiguated ID Type / Status
Subject FEMA Region IX E122726 entity
Predicate coordinatesWith P1140 FINISHED
Object Hawaii Emergency Management Agency
The Hawaii Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, and recovery efforts across the Hawaiian Islands.
E523577 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: Hawaii Emergency Management Agency | Statement: [FEMA Region IX, coordinatesWith, Hawaii Emergency Management Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hawaii Emergency Management Agency
Context triple: [FEMA Region IX, coordinatesWith, Hawaii Emergency Management Agency]
  • A. Hawaii Department of Land and Natural Resources
    The Hawaii Department of Land and Natural Resources is a state agency responsible for managing and protecting Hawaii’s public lands, natural resources, and historic and cultural sites.
  • B. Honolulu Emergency Services Department
    The Honolulu Emergency Services Department is the city and county agency responsible for providing emergency medical services and related public safety support across Honolulu.
  • C. Government of Hawaii
    The Government of Hawaii is the state-level governing authority of Hawaii, responsible for administering public policy, managing state resources, and providing services through its executive, legislative, and judicial branches.
  • D. Honolulu Fire Department
    The Honolulu Fire Department is the municipal fire and emergency response agency serving the city and county of Honolulu, Hawaii.
  • E. Office of Hawaiian Affairs
    The Office of Hawaiian Affairs is a semi-autonomous state agency in Hawaii responsible for improving the well-being of Native Hawaiians through advocacy, programs, and management of trust resources.
  • 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: Hawaii Emergency Management Agency
Triple: [FEMA Region IX, coordinatesWith, Hawaii Emergency Management Agency]
Generated description
The Hawaii Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, and recovery efforts across the Hawaiian Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hawaii Emergency Management Agency
Target entity description: The Hawaii Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, and recovery efforts across the Hawaiian Islands.
  • A. Hawaii Department of Land and Natural Resources
    The Hawaii Department of Land and Natural Resources is a state agency responsible for managing and protecting Hawaii’s public lands, natural resources, and historic and cultural sites.
  • B. Honolulu Emergency Services Department
    The Honolulu Emergency Services Department is the city and county agency responsible for providing emergency medical services and related public safety support across Honolulu.
  • C. Government of Hawaii
    The Government of Hawaii is the state-level governing authority of Hawaii, responsible for administering public policy, managing state resources, and providing services through its executive, legislative, and judicial branches.
  • D. Honolulu Fire Department
    The Honolulu Fire Department is the municipal fire and emergency response agency serving the city and county of Honolulu, Hawaii.
  • E. Office of Hawaiian Affairs
    The Office of Hawaiian Affairs is a semi-autonomous state agency in Hawaii responsible for improving the well-being of Native Hawaiians through advocacy, programs, and management of trust resources.
  • 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_69bd4643f16081908d7f29e08096115a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd9217009c819082631a2758b5f2a4 completed March 20, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf488da1d8819091e1cad0500b1747 completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf4f5d620881908b460af328750cb7 completed March 22, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69bf4fca93a08190b573e66d28aff4a3 completed March 22, 2026, 2:11 a.m.
Created at: March 20, 2026, 2:08 p.m.