Triple
T2500884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broward County, Florida |
E52460
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Lauderhill, Florida
Lauderhill, Florida is a suburban city in South Florida known for its diverse population and residential communities within the Miami metropolitan area.
|
E326610
|
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: Lauderhill, Florida | Statement: [Broward County, Florida, contains, Lauderhill, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lauderhill, Florida Context triple: [Broward County, Florida, contains, Lauderhill, Florida]
-
A.
Pembroke Pines, Florida
Pembroke Pines, Florida is a large suburban city in South Florida known for its family-oriented communities, extensive parks, and proximity to both Miami and Fort Lauderdale.
-
B.
Coral Springs, Florida
Coral Springs, Florida is a planned suburban city in South Florida known for its family-friendly neighborhoods, strong schools, and proximity to the greater Miami–Fort Lauderdale metropolitan area.
-
C.
Hialeah, Florida
Hialeah, Florida is a city in Miami-Dade County known for its large Cuban American population and strong Hispanic cultural influence.
-
D.
Port St. Lucie, Florida
Port St. Lucie, Florida is a coastal city on Florida’s Treasure Coast known for hosting the New York Mets’ spring training and featuring extensive residential communities and waterways.
-
E.
Fleming Island, Florida
Fleming Island, Florida is a suburban community in Clay County near Jacksonville, known for its residential neighborhoods, schools, and waterfront access along the St. Johns River.
- 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: Lauderhill, Florida Triple: [Broward County, Florida, contains, Lauderhill, Florida]
Generated description
Lauderhill, Florida is a suburban city in South Florida known for its diverse population and residential communities within the Miami metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lauderhill, Florida Target entity description: Lauderhill, Florida is a suburban city in South Florida known for its diverse population and residential communities within the Miami metropolitan area.
-
A.
Pembroke Pines, Florida
Pembroke Pines, Florida is a large suburban city in South Florida known for its family-oriented communities, extensive parks, and proximity to both Miami and Fort Lauderdale.
-
B.
Coral Springs, Florida
Coral Springs, Florida is a planned suburban city in South Florida known for its family-friendly neighborhoods, strong schools, and proximity to the greater Miami–Fort Lauderdale metropolitan area.
-
C.
Hialeah, Florida
Hialeah, Florida is a city in Miami-Dade County known for its large Cuban American population and strong Hispanic cultural influence.
-
D.
Port St. Lucie, Florida
Port St. Lucie, Florida is a coastal city on Florida’s Treasure Coast known for hosting the New York Mets’ spring training and featuring extensive residential communities and waterways.
-
E.
Fleming Island, Florida
Fleming Island, Florida is a suburban community in Clay County near Jacksonville, known for its residential neighborhoods, schools, and waterfront access along the St. Johns River.
- 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_69ab4957b3a88190adf968ae0c1b931c |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1b144a481909b1f8d96742a92e7 |
completed | March 7, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20321518c8190a221620074f3428b |
completed | March 12, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b20532b7388190be5f7bcf48db6f45 |
completed | March 12, 2026, 12:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2058d7c4c8190a44fc8745df3b1b3 |
completed | March 12, 2026, 12:15 a.m. |
Created at: March 6, 2026, 9:46 p.m.