Triple

T7689212
Position Surface form Disambiguated ID Type / Status
Subject Florida special districts E174202 entity
Predicate regulatedBy P86 FINISHED
Object Florida Department of Economic Opportunity
The Florida Department of Economic Opportunity is a state agency responsible for overseeing economic development, workforce programs, and community planning and governance across Florida.
E680843 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: Florida Department of Economic Opportunity | Statement: [Florida special districts, regulatedBy, Florida Department of Economic Opportunity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florida Department of Economic Opportunity
Context triple: [Florida special districts, regulatedBy, Florida Department of Economic Opportunity]
  • A. Florida Department of Management Services
    The Florida Department of Management Services is a state agency that oversees administrative, business, and support functions for Florida’s government, including facilities, human resources, and procurement.
  • B. Florida Department of Education
    The Florida Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policy and funding in Florida.
  • C. Office of Economic Opportunity
    The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
  • D. Florida Department of State
    The Florida Department of State is a state government agency responsible for overseeing elections, maintaining public records, supporting cultural and historical resources, and administering various regulatory and administrative functions in Florida.
  • E. Government of Florida
    The Government of Florida is the state’s governing authority, comprising executive, legislative, and judicial branches that administer and enforce laws and public policy across Florida.
  • 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: Florida Department of Economic Opportunity
Triple: [Florida special districts, regulatedBy, Florida Department of Economic Opportunity]
Generated description
The Florida Department of Economic Opportunity is a state agency responsible for overseeing economic development, workforce programs, and community planning and governance across Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florida Department of Economic Opportunity
Target entity description: The Florida Department of Economic Opportunity is a state agency responsible for overseeing economic development, workforce programs, and community planning and governance across Florida.
  • A. Florida Department of Management Services
    The Florida Department of Management Services is a state agency that oversees administrative, business, and support functions for Florida’s government, including facilities, human resources, and procurement.
  • B. Florida Department of Education
    The Florida Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policy and funding in Florida.
  • C. Office of Economic Opportunity
    The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
  • D. Florida Department of State
    The Florida Department of State is a state government agency responsible for overseeing elections, maintaining public records, supporting cultural and historical resources, and administering various regulatory and administrative functions in Florida.
  • E. Government of Florida
    The Government of Florida is the state’s governing authority, comprising executive, legislative, and judicial branches that administer and enforce laws and public policy across Florida.
  • 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_69c6995966348190939e6c37ba272c06 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70240bd7c81908b7f330abf97acca completed March 27, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a261019c8190b8ef53bfb611cef4 completed March 29, 2026, 3:54 a.m.
NEDg Description generation batch_69c8a2d073b08190a056e23cfdf13983 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a37fabe481908c7da8a5d71a3f1c completed March 29, 2026, 3:58 a.m.
Created at: March 27, 2026, 4:02 p.m.