Triple
T15557230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Estero, Florida |
E370900
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object | Bonita Springs, Florida |
E781393
|
NE FINISHED |
How this triple was built (2 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: Bonita Springs, Florida | Statement: [Estero, Florida, adjacentTo, Bonita Springs, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bonita Springs, Florida Context triple: [Estero, Florida, adjacentTo, Bonita Springs, Florida]
-
A.
Bonita Springs
Bonita Springs is a coastal city in southwest Florida known for its Gulf beaches, parks, and resort communities.
-
B.
Bonita Springs, Florida, United States
chosen
Bonita Springs is a coastal city in southwest Florida known for its Gulf of Mexico beaches, resort communities, and proximity to the greater Naples–Fort Myers metropolitan area.
-
C.
Winter Springs, Florida
Winter Springs, Florida is a suburban city in the Orlando metropolitan area known for its residential communities, parks, and family-friendly atmosphere.
-
D.
Boynton Beach, Florida
Boynton Beach, Florida is a coastal city in Palm Beach County known for its beaches, waterfront parks, and residential communities along Florida’s Atlantic coast.
-
E.
Green Cove Springs, Florida
Green Cove Springs, Florida is a small historic city in Clay County known for its natural sulfur springs and location along the St. Johns River within the greater Jacksonville area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85cc6cf40819091f4a5facee1ebe6 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04a97dbfc8190a98cbbac5e71ba88 |
completed | April 16, 2026, 2:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff456427988190bddea01f5cb159d9 |
completed | May 9, 2026, 2:32 p.m. |
Created at: April 10, 2026, 4:09 a.m.