Triple
T13037921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lauderhill, Florida |
E326610
|
entity |
| Predicate | isPartOfRegion |
P9956
|
FINISHED |
| Object | Broward Municipal Services District |
E52460
|
NE FINISHED |
How this triple was built (2 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: Broward Municipal Services District | Statement: [Lauderhill, Florida, isPartOfRegion, Broward Municipal Services District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broward Municipal Services District Context triple: [Lauderhill, Florida, isPartOfRegion, Broward Municipal Services District]
-
A.
Broward County, Florida
chosen
Broward County, Florida is a populous county in South Florida known for its diverse communities, including a significant Haitian American population, and cities such as Fort Lauderdale.
-
B.
Miami-Dade Board of County Commissioners
The Miami-Dade Board of County Commissioners is the elected legislative and policy-making body that oversees countywide governance, budgeting, and ordinances for Miami-Dade County, Florida.
-
C.
Broward County Board of County Commissioners
The Broward County Board of County Commissioners is the elected governing body responsible for setting policy, approving budgets, and overseeing county operations in Broward County, Florida.
-
D.
Palm Beach County School District
Palm Beach County School District is a large public school district in southeastern Florida that oversees and operates public schools throughout Palm Beach County, including those serving the Village of Royal Palm Beach.
-
E.
Miami-Dade County
Miami-Dade County is the most populous county in Florida, encompassing the city of Miami and serving as a major economic and cultural hub of South Florida.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9804b743c8190810dc5c14bc6d912 |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbd12eec81908ad5dae638c2210e |
completed | May 3, 2026, 4:15 a.m. |
Created at: April 9, 2026, 8:55 p.m.