Triple
T2500886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broward County, Florida |
E52460
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Tamarac, Florida
Tamarac, Florida is a suburban city in South Florida known primarily as a residential community within the Miami metropolitan area.
|
E283817
|
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: Tamarac, Florida | Statement: [Broward County, Florida, contains, Tamarac, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamarac, Florida Context triple: [Broward County, Florida, contains, Tamarac, Florida]
-
A.
Westville, Florida
Westville, Florida is a small rural town located in the Florida Panhandle.
-
B.
Sunny Hills, Florida
Sunny Hills, Florida is an unincorporated residential community and planned development located in rural Washington County in the Florida Panhandle.
-
C.
Deltona
Deltona is a large residential city in Volusia County known as a major suburban community within the Greater Orlando–Central Florida region.
-
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.
Shalimar, Florida
Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
- 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: Tamarac, Florida Triple: [Broward County, Florida, contains, Tamarac, Florida]
Generated description
Tamarac, Florida is a suburban city in South Florida known primarily as a residential community within the Miami metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamarac, Florida Target entity description: Tamarac, Florida is a suburban city in South Florida known primarily as a residential community within the Miami metropolitan area.
-
A.
Westville, Florida
Westville, Florida is a small rural town located in the Florida Panhandle.
-
B.
Sunny Hills, Florida
Sunny Hills, Florida is an unincorporated residential community and planned development located in rural Washington County in the Florida Panhandle.
-
C.
Deltona
Deltona is a large residential city in Volusia County known as a major suburban community within the Greater Orlando–Central Florida region.
-
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.
Shalimar, Florida
Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
- 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_69af9068798c8190958c5522276906fe |
completed | March 10, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69af90f63dac8190b3282b5029d22fab |
completed | March 10, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af918e7b50819082f37f9cdb3271a2 |
completed | March 10, 2026, 3:35 a.m. |
Created at: March 6, 2026, 9:46 p.m.