Triple
T13037913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lauderhill, Florida |
E326610
|
entity |
| Predicate | isServedByPublicTransit |
P20704
|
FINISHED |
| Object |
Broward County Transit
Broward County Transit is the public bus transportation system serving Broward County, Florida, including cities such as Lauderhill.
|
E1018681
|
NE FINISHED |
How this triple was built (5 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 County Transit | Statement: [Lauderhill, Florida, isServedByPublicTransit, Broward County Transit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broward County Transit Context triple: [Lauderhill, Florida, isServedByPublicTransit, Broward County Transit]
-
A.
Pinellas Suncoast Transit Authority
Pinellas Suncoast Transit Authority is the public transportation agency serving Pinellas County, Florida, operating bus and related transit services across the region.
-
B.
Miami-Dade Transit
Miami-Dade Transit is the public transportation authority serving Miami-Dade County, Florida, operating buses, Metrorail, Metromover, and related transit services.
-
C.
South Florida Regional Transportation Authority
The South Florida Regional Transportation Authority is a public agency that oversees and operates regional commuter rail and transit services in the South Florida metropolitan area.
-
D.
Central Florida Regional Transportation Authority bus system
The Central Florida Regional Transportation Authority bus system, branded as LYNX, is the primary public bus network serving the Greater Orlando area and surrounding Central Florida communities.
-
E.
Jacksonville Transportation Authority
The Jacksonville Transportation Authority is the public agency that plans, operates, and maintains bus, rapid transit, and other transportation services in the Jacksonville, Florida metropolitan area.
- 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: Broward County Transit Triple: [Lauderhill, Florida, isServedByPublicTransit, Broward County Transit]
Generated description
Broward County Transit is the public bus transportation system serving Broward County, Florida, including cities such as Lauderhill.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broward County Transit Target entity description: Broward County Transit is the public bus transportation system serving Broward County, Florida, including cities such as Lauderhill.
-
A.
Pinellas Suncoast Transit Authority
Pinellas Suncoast Transit Authority is the public transportation agency serving Pinellas County, Florida, operating bus and related transit services across the region.
-
B.
Miami-Dade Transit
Miami-Dade Transit is the public transportation authority serving Miami-Dade County, Florida, operating buses, Metrorail, Metromover, and related transit services.
-
C.
South Florida Regional Transportation Authority
The South Florida Regional Transportation Authority is a public agency that oversees and operates regional commuter rail and transit services in the South Florida metropolitan area.
-
D.
Central Florida Regional Transportation Authority bus system
The Central Florida Regional Transportation Authority bus system, branded as LYNX, is the primary public bus network serving the Greater Orlando area and surrounding Central Florida communities.
-
E.
Jacksonville Transportation Authority
The Jacksonville Transportation Authority is the public agency that plans, operates, and maintains bus, rapid transit, and other transportation services in the Jacksonville, Florida metropolitan area.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isServedByPublicTransit Context triple: [Lauderhill, Florida, isServedByPublicTransit, Broward County Transit]
-
A.
hasPublicTransitProvider
chosen
Indicates that a place or region is served by a specific public transit operating organization or agency.
-
B.
hasPublicTransitRoute
Indicates that there exists a public transportation route (such as a bus, train, or tram line) connecting or serving the related entities.
-
C.
hasPublicTransitFunction
Indicates that something serves a role or provides a service related to public transportation operations or infrastructure.
-
D.
hasPublicTransitRole
Indicates that an entity holds a specific functional role or responsibility within a public transit system.
-
E.
hasPublicTransitMode
Indicates that a location, route, or service is associated with or supports a specific mode of public transportation (e.g., bus, train, tram).
- F. None of above.
Provenance (6 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_69d98a9829b48190b23624b6b3df4600 |
completed | April 10, 2026, 11:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbd12eec81908ad5dae638c2210e |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cdc285788190a05a51295306f087 |
completed | May 3, 2026, 4:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ceafcca88190bcd65be3c4440987 |
completed | May 3, 2026, 4:27 a.m. |
| PD | Predicate disambiguation | batch_69d9803aca4c8190b1015cd159cc47a9 |
completed | April 10, 2026, 10:56 p.m. |
Created at: April 9, 2026, 8:55 p.m.