Triple
T12235877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highlands County, Florida |
E291589
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Spring Lake, Florida
Spring Lake, Florida is an unincorporated residential community and golf-oriented development located in rural Highlands County in central Florida.
|
E979245
|
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: Spring Lake, Florida | Statement: [Highlands County, Florida, hasUnincorporatedCommunity, Spring Lake, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Lake, Florida Context triple: [Highlands County, Florida, hasUnincorporatedCommunity, Spring Lake, Florida]
-
A.
Lady Lake, Florida
Lady Lake, Florida is a small town in central Florida known for its proximity to The Villages retirement community and its role as a residential and commercial hub in Lake County.
-
B.
Bay Lake, Florida
Bay Lake, Florida is a small, mostly privately controlled city in Orange County best known as the municipal home of the Walt Disney World Resort.
-
C.
East Lake, Florida
East Lake, Florida is an unincorporated suburban community in Pinellas County known for its residential neighborhoods, golf courses, and proximity to the Tampa Bay area.
-
D.
Lake Wales, Florida
Lake Wales, Florida is a small central Florida city known for its historic Bok Tower Gardens and scenic location on the Lake Wales Ridge.
-
E.
Eagle Lake, Florida
Eagle Lake, Florida is a small city in Polk County known for its residential character and proximity to the larger communities of the Lakeland–Winter Haven 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: Spring Lake, Florida Triple: [Highlands County, Florida, hasUnincorporatedCommunity, Spring Lake, Florida]
Generated description
Spring Lake, Florida is an unincorporated residential community and golf-oriented development located in rural Highlands County in central Florida.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Lake, Florida Target entity description: Spring Lake, Florida is an unincorporated residential community and golf-oriented development located in rural Highlands County in central Florida.
-
A.
Lady Lake, Florida
Lady Lake, Florida is a small town in central Florida known for its proximity to The Villages retirement community and its role as a residential and commercial hub in Lake County.
-
B.
Bay Lake, Florida
Bay Lake, Florida is a small, mostly privately controlled city in Orange County best known as the municipal home of the Walt Disney World Resort.
-
C.
East Lake, Florida
East Lake, Florida is an unincorporated suburban community in Pinellas County known for its residential neighborhoods, golf courses, and proximity to the Tampa Bay area.
-
D.
Lake Wales, Florida
Lake Wales, Florida is a small central Florida city known for its historic Bok Tower Gardens and scenic location on the Lake Wales Ridge.
-
E.
Eagle Lake, Florida
Eagle Lake, Florida is a small city in Polk County known for its residential character and proximity to the larger communities of the Lakeland–Winter Haven 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cb2892c81909a97b3ad6ec2c21b |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a9057408190a25f44d773b2b178 |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62ef1cc4481909bc9fc768a9ef1f2 |
completed | May 2, 2026, 5:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62f808b1481908f529decdbfc5be6 |
completed | May 2, 2026, 5:08 p.m. |
Created at: April 8, 2026, 9:51 p.m.