Triple

T7689213
Position Surface form Disambiguated ID Type / Status
Subject Florida special districts E174202 entity
Predicate regulatedBy P86 FINISHED
Object Florida Special District Accountability Program
The Florida Special District Accountability Program is a state oversight initiative that monitors, guides, and enforces compliance and transparency standards for Florida’s special districts.
E174202 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 Special District Accountability Program | Statement: [Florida special districts, regulatedBy, Florida Special District Accountability Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florida Special District Accountability Program
Context triple: [Florida special districts, regulatedBy, Florida Special District Accountability Program]
  • A. Florida special districts
    Florida special districts are specialized, limited-purpose local government units within the state that provide specific public services such as water management, fire protection, or community development in defined geographic areas.
  • B. Florida Administrative Procedure Act
    The Florida Administrative Procedure Act is a state law that establishes the processes and standards governing how Florida’s administrative agencies create rules, conduct hearings, and make decisions.
  • C. Florida Recreation Development Assistance Program
    The Florida Recreation Development Assistance Program is a state grant initiative that provides financial assistance to local governments for the acquisition and development of public outdoor recreation areas and facilities in Florida.
  • D. Florida Taxation and Budget Reform Commission
    The Florida Taxation and Budget Reform Commission is a periodic, constitutionally established body that reviews the state’s tax structure and budgetary process and can propose constitutional amendments directly to voters.
  • E. Florida Public Service Commission
    The Florida Public Service Commission is a state regulatory agency that oversees and sets policies for investor-owned utilities and other regulated services in Florida to ensure fair, reliable, and reasonably priced service for consumers.
  • 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 Special District Accountability Program
Triple: [Florida special districts, regulatedBy, Florida Special District Accountability Program]
Generated description
The Florida Special District Accountability Program is a state oversight initiative that monitors, guides, and enforces compliance and transparency standards for Florida’s special districts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florida Special District Accountability Program
Target entity description: The Florida Special District Accountability Program is a state oversight initiative that monitors, guides, and enforces compliance and transparency standards for Florida’s special districts.
  • A. Florida special districts chosen
    Florida special districts are specialized, limited-purpose local government units within the state that provide specific public services such as water management, fire protection, or community development in defined geographic areas.
  • B. Florida Administrative Procedure Act
    The Florida Administrative Procedure Act is a state law that establishes the processes and standards governing how Florida’s administrative agencies create rules, conduct hearings, and make decisions.
  • C. Florida Recreation Development Assistance Program
    The Florida Recreation Development Assistance Program is a state grant initiative that provides financial assistance to local governments for the acquisition and development of public outdoor recreation areas and facilities in Florida.
  • D. Florida Taxation and Budget Reform Commission
    The Florida Taxation and Budget Reform Commission is a periodic, constitutionally established body that reviews the state’s tax structure and budgetary process and can propose constitutional amendments directly to voters.
  • E. Florida Public Service Commission
    The Florida Public Service Commission is a state regulatory agency that oversees and sets policies for investor-owned utilities and other regulated services in Florida to ensure fair, reliable, and reasonably priced service for consumers.
  • F. None of above.

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.