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.