Triple
T2500892
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broward County, Florida |
E52460
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Wilton Manors, Florida
Wilton Manors, Florida is a small, densely populated city in South Florida known for its vibrant LGBTQ+ community, nightlife, and walkable urban core.
|
E339119
|
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: Wilton Manors, Florida | Statement: [Broward County, Florida, contains, Wilton Manors, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wilton Manors, Florida Context triple: [Broward County, Florida, contains, Wilton Manors, Florida]
-
A.
Coconut Creek, Florida
Coconut Creek, Florida is a suburban city in South Florida known for its planned communities, environmental focus, and proximity to the Miami–Fort Lauderdale metropolitan area.
-
B.
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.
-
C.
Westville, Florida
Westville, Florida is a small rural town located in the Florida Panhandle.
-
D.
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.
-
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: Wilton Manors, Florida Triple: [Broward County, Florida, contains, Wilton Manors, Florida]
Generated description
Wilton Manors, Florida is a small, densely populated city in South Florida known for its vibrant LGBTQ+ community, nightlife, and walkable urban core.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wilton Manors, Florida Target entity description: Wilton Manors, Florida is a small, densely populated city in South Florida known for its vibrant LGBTQ+ community, nightlife, and walkable urban core.
-
A.
Coconut Creek, Florida
Coconut Creek, Florida is a suburban city in South Florida known for its planned communities, environmental focus, and proximity to the Miami–Fort Lauderdale metropolitan area.
-
B.
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.
-
C.
Westville, Florida
Westville, Florida is a small rural town located in the Florida Panhandle.
-
D.
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.
-
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_69b276b188248190b015eec2b83bc20b |
completed | March 12, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69b277e70c648190af38b7939be90e67 |
completed | March 12, 2026, 8:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b27879ff6081909f7d7f474d46ac4b |
completed | March 12, 2026, 8:25 a.m. |
Created at: March 6, 2026, 9:46 p.m.