Triple
T1519593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Florida local governments |
E32196
|
entity |
| Predicate | composedOf |
P402
|
FINISHED |
| Object |
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.
|
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 districts | Statement: [Florida local governments, composedOf, Florida special districts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florida special districts Context triple: [Florida local governments, composedOf, Florida special districts]
-
A.
Florida local governments
Florida local governments are county and municipal authorities within the state of Florida responsible for providing local services, enforcing regulations, and implementing public policies under state law.
-
B.
Florida statutes
Florida Statutes are the codified laws of the State of Florida, organized by subject and enacted by the state’s legislature to govern a wide range of civil, criminal, and administrative matters.
-
C.
Florida courts
Florida courts are the judicial bodies within the state of Florida that interpret and apply state and federal law through a tiered system of trial and appellate courts.
-
D.
Florida Legislature
The Florida Legislature is the bicameral lawmaking body of the U.S. state of Florida, composed of the Florida Senate and the Florida House of Representatives.
-
E.
South Florida Water Management District
The South Florida Water Management District is a regional government agency responsible for managing and protecting water resources in South Florida, including leading major restoration and flood control efforts.
- 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 districts Triple: [Florida local governments, composedOf, Florida special districts]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florida special districts Target entity description: 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.
-
A.
Florida local governments
Florida local governments are county and municipal authorities within the state of Florida responsible for providing local services, enforcing regulations, and implementing public policies under state law.
-
B.
Florida statutes
Florida Statutes are the codified laws of the State of Florida, organized by subject and enacted by the state’s legislature to govern a wide range of civil, criminal, and administrative matters.
-
C.
Florida courts
Florida courts are the judicial bodies within the state of Florida that interpret and apply state and federal law through a tiered system of trial and appellate courts.
-
D.
Florida Legislature
The Florida Legislature is the bicameral lawmaking body of the U.S. state of Florida, composed of the Florida Senate and the Florida House of Representatives.
-
E.
South Florida Water Management District
The South Florida Water Management District is a regional government agency responsible for managing and protecting water resources in South Florida, including leading major restoration and flood control efforts.
- 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_69a885e9b0ac819093a9806ad0efc82c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a907eeca38819096d5696922449638 |
completed | March 5, 2026, 4:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad294d01c48190bb2f49ad4f1b0a1a |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad2a275938819090db4d9ac7274a4d |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a9e50888190bab83785f11135ea |
completed | March 8, 2026, 7:51 a.m. |
Created at: March 4, 2026, 7:26 p.m.