Triple
T11927397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lauderdale Lakes, Florida |
E283816
|
entity |
| Predicate | hasPublicTransport |
P1288
|
FINISHED |
| Object |
served by Broward County Transit
Served by Broward County Transit, Lauderdale Lakes, Florida is a suburban city in Broward County within the Miami metropolitan area.
|
E955456
|
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: served by Broward County Transit | Statement: [Lauderdale Lakes, Florida, hasPublicTransport, served by Broward County Transit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by Broward County Transit Context triple: [Lauderdale Lakes, Florida, hasPublicTransport, served by Broward County Transit]
-
A.
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.
-
B.
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.
-
C.
Miami-Dade Transit
Miami-Dade Transit is the public transportation authority serving Miami-Dade County, Florida, operating buses, Metrorail, Metromover, and related transit services.
-
D.
Space Coast Area Transit
Space Coast Area Transit is the public bus transportation system serving Florida’s Space Coast region, providing local and regional transit services for residents and visitors.
-
E.
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.
- 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: served by Broward County Transit Triple: [Lauderdale Lakes, Florida, hasPublicTransport, served by Broward County Transit]
Generated description
Served by Broward County Transit, Lauderdale Lakes, Florida is a suburban city in Broward County within the Miami metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by Broward County Transit Target entity description: Served by Broward County Transit, Lauderdale Lakes, Florida is a suburban city in Broward County within the Miami metropolitan area.
-
A.
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.
-
B.
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.
-
C.
Miami-Dade Transit
Miami-Dade Transit is the public transportation authority serving Miami-Dade County, Florida, operating buses, Metrorail, Metromover, and related transit services.
-
D.
Space Coast Area Transit
Space Coast Area Transit is the public bus transportation system serving Florida’s Space Coast region, providing local and regional transit services for residents and visitors.
-
E.
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.
- 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_69d6ab2ce9c48190b5d39511b524f666 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8e8e3ff308190851ce656286bc67e |
completed | April 10, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f440525e9881909b21df139d97d986 |
completed | May 1, 2026, 5:55 a.m. |
| NEDg | Description generation | batch_69f448fb898081908a8ffd0da703c0f9 |
completed | May 1, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f44b9e662881908549e041f6a05e38 |
completed | May 1, 2026, 6:43 a.m. |
Created at: April 8, 2026, 9:45 p.m.