Triple
T2500887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broward County, Florida |
E52460
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Margate, Florida
Margate, Florida is a suburban city in South Florida known for its residential communities, parks, and proximity to the greater Fort Lauderdale metropolitan area.
|
E332318
|
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: Margate, Florida | Statement: [Broward County, Florida, contains, Margate, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margate, Florida Context triple: [Broward County, Florida, contains, Margate, Florida]
-
A.
Hamburg, Florida
Hamburg, Florida is a small unincorporated rural community located in Madison County in northern Florida.
-
B.
Miami Gardens, Florida
Miami Gardens, Florida is a suburban city in northern Miami-Dade County best known as the home of the Miami Dolphins’ NFL stadium and major sporting and entertainment events.
-
C.
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.
-
D.
Macclenny, Florida
Macclenny, Florida is a small city in Baker County that serves as a local commercial and governmental hub in northeastern Florida near the Georgia border.
-
E.
Sandestin, Florida
Sandestin, Florida is a master-planned resort community on the Gulf Coast known for its beaches, golf courses, and vacation amenities.
- 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: Margate, Florida Triple: [Broward County, Florida, contains, Margate, Florida]
Generated description
Margate, Florida is a suburban city in South Florida known for its residential communities, parks, and proximity to the greater Fort Lauderdale metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margate, Florida Target entity description: Margate, Florida is a suburban city in South Florida known for its residential communities, parks, and proximity to the greater Fort Lauderdale metropolitan area.
-
A.
Hamburg, Florida
Hamburg, Florida is a small unincorporated rural community located in Madison County in northern Florida.
-
B.
Miami Gardens, Florida
Miami Gardens, Florida is a suburban city in northern Miami-Dade County best known as the home of the Miami Dolphins’ NFL stadium and major sporting and entertainment events.
-
C.
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.
-
D.
Macclenny, Florida
Macclenny, Florida is a small city in Baker County that serves as a local commercial and governmental hub in northeastern Florida near the Georgia border.
-
E.
Sandestin, Florida
Sandestin, Florida is a master-planned resort community on the Gulf Coast known for its beaches, golf courses, and vacation amenities.
- 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_69b2248bcb68819095e52fea4cd5692c |
completed | March 12, 2026, 2:27 a.m. |
| NEDg | Description generation | batch_69b228768ee4819094da89f907e48deb |
completed | March 12, 2026, 2:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b22903b428819083af822577861a6b |
completed | March 12, 2026, 2:46 a.m. |
Created at: March 6, 2026, 9:46 p.m.