Triple
T1063631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Collier County |
E22960
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Vineyards, Florida
Vineyards, Florida is a residential census-designated community in southwestern Florida known for its planned neighborhoods and golf course developments near Naples.
|
E122025
|
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: Vineyards, Florida | Statement: [Collier County, contains, Vineyards, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vineyards, Florida Context triple: [Collier County, contains, Vineyards, Florida]
-
A.
Suwannee Valley, Florida
Suwannee Valley, Florida is a rural unincorporated community in Columbia County known for its location near the Suwannee River in northern Florida.
-
B.
Niceville, Florida
Niceville, Florida is a small city in the Florida Panhandle known for its family-friendly community, proximity to Eglin Air Force Base, and access to Choctawhatchee Bay.
-
C.
Monticello, Florida
Monticello, Florida is a small historic city in Jefferson County known for its preserved antebellum architecture and role as a rural county seat in the Florida Panhandle.
-
D.
Navarre, Florida
Navarre, Florida is an unincorporated coastal community in Santa Rosa County known for its white-sand beaches along the Gulf of Mexico and its role as a residential and tourist destination in the Florida Panhandle.
-
E.
Callaway, Florida
Callaway, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle along the Gulf 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: Vineyards, Florida Triple: [Collier County, contains, Vineyards, Florida]
Generated description
Vineyards, Florida is a residential census-designated community in southwestern Florida known for its planned neighborhoods and golf course developments near Naples.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vineyards, Florida Target entity description: Vineyards, Florida is a residential census-designated community in southwestern Florida known for its planned neighborhoods and golf course developments near Naples.
-
A.
Suwannee Valley, Florida
Suwannee Valley, Florida is a rural unincorporated community in Columbia County known for its location near the Suwannee River in northern Florida.
-
B.
Niceville, Florida
Niceville, Florida is a small city in the Florida Panhandle known for its family-friendly community, proximity to Eglin Air Force Base, and access to Choctawhatchee Bay.
-
C.
Monticello, Florida
Monticello, Florida is a small historic city in Jefferson County known for its preserved antebellum architecture and role as a rural county seat in the Florida Panhandle.
-
D.
Navarre, Florida
Navarre, Florida is an unincorporated coastal community in Santa Rosa County known for its white-sand beaches along the Gulf of Mexico and its role as a residential and tourist destination in the Florida Panhandle.
-
E.
Callaway, Florida
Callaway, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle along the Gulf 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_69a493dada0481909c43649f9843ea91 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b8f85cc08190ae03ac6c84936cc5 |
completed | March 1, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bd553a08190a2014711bd1146bf |
completed | March 7, 2026, 2:53 p.m. |
| NEDg | Description generation | batch_69ac3dd441fc8190ad462aa07e9c8c9b |
completed | March 7, 2026, 3:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3e4747908190a878ac70bd81f5fc |
completed | March 7, 2026, 3:03 p.m. |
Created at: March 1, 2026, 7:42 p.m.