Triple
T5616379
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lakeland–Winter Haven metropolitan area |
E147486
|
entity |
| Predicate | includesCity |
P3207
|
FINISHED |
| Object |
Frostproof, Florida
Frostproof, Florida is a small city in Polk County known for its citrus-growing heritage and location among the lakes of central Florida.
|
E537094
|
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: Frostproof, Florida | Statement: [Lakeland–Winter Haven metropolitan area, includesCity, Frostproof, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frostproof, Florida Context triple: [Lakeland–Winter Haven metropolitan area, includesCity, Frostproof, Florida]
-
A.
Poinciana, Florida
Poinciana, Florida is a large, master-planned residential community in Central Florida known for its rapid growth and proximity to the Orlando–Kissimmee metropolitan area.
-
B.
Ruby, Florida
Ruby, Florida was the original name of the coastal community that later became known as Jacksonville Beach in Duval County, Florida.
-
C.
Homestead, Florida
Homestead, Florida is a small city in Miami-Dade County known as an agricultural hub and gateway to both Everglades and Biscayne National Parks.
-
D.
Sanford, Florida
Sanford, Florida is a historic city in central Florida on the southern shore of Lake Monroe, known as a transportation hub and gateway to the Orlando metropolitan area.
-
E.
Sunrise, Florida
Sunrise, Florida is a suburban city in Broward County best known as home to the Florida Panthers’ arena and a major retail and entertainment hub in the Miami 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: Frostproof, Florida Triple: [Lakeland–Winter Haven metropolitan area, includesCity, Frostproof, Florida]
Generated description
Frostproof, Florida is a small city in Polk County known for its citrus-growing heritage and location among the lakes of central Florida.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frostproof, Florida Target entity description: Frostproof, Florida is a small city in Polk County known for its citrus-growing heritage and location among the lakes of central Florida.
-
A.
Poinciana, Florida
Poinciana, Florida is a large, master-planned residential community in Central Florida known for its rapid growth and proximity to the Orlando–Kissimmee metropolitan area.
-
B.
Ruby, Florida
Ruby, Florida was the original name of the coastal community that later became known as Jacksonville Beach in Duval County, Florida.
-
C.
Homestead, Florida
Homestead, Florida is a small city in Miami-Dade County known as an agricultural hub and gateway to both Everglades and Biscayne National Parks.
-
D.
Sanford, Florida
Sanford, Florida is a historic city in central Florida on the southern shore of Lake Monroe, known as a transportation hub and gateway to the Orlando metropolitan area.
-
E.
Sunrise, Florida
Sunrise, Florida is a suburban city in Broward County best known as home to the Florida Panthers’ arena and a major retail and entertainment hub in the Miami 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_69c00905d4588190bd967842bbcf2219 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c021da7f848190bb1cd0270ad6398f |
completed | March 22, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d55b95c8190a5f3e2c05249c136 |
completed | March 22, 2026, 8:13 p.m. |
| NEDg | Description generation | batch_69c04ed9159481909adeb9228ce59d0e |
completed | March 22, 2026, 8:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f7b889c81909db7cb4baf40ed80 |
completed | March 22, 2026, 8:22 p.m. |
Created at: March 22, 2026, 3:39 p.m.