Triple
T4197380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Union County, Florida |
E89185
|
entity |
| Predicate | seat |
P75
|
FINISHED |
| Object |
Lake Butler, Florida
Lake Butler, Florida is a small city in north-central Florida that serves as the administrative and commercial hub of Union County.
|
E419280
|
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: Lake Butler, Florida | Statement: [Union County, Florida, seat, Lake Butler, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Butler, Florida Context triple: [Union County, Florida, seat, Lake Butler, Florida]
-
A.
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.
-
B.
Buena Ventura Lakes, Florida
Buena Ventura Lakes, Florida is a residential community in Osceola County known as a suburban extension of the greater Kissimmee–Orlando area.
-
C.
Steinhatchee, Florida
Steinhatchee, Florida is a small Gulf Coast fishing and scalloping community known for its river, natural beauty, and outdoor recreation.
-
D.
Lake City, Florida
Lake City, Florida is a small north-central Florida city that serves as a regional commercial and transportation hub near the intersection of major highways and close to numerous natural springs and lakes.
-
E.
Lauderdale Lakes, Florida
Lauderdale Lakes, Florida is a small suburban city in Broward County known for its diverse population and residential communities within 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: Lake Butler, Florida Triple: [Union County, Florida, seat, Lake Butler, Florida]
Generated description
Lake Butler, Florida is a small city in north-central Florida that serves as the administrative and commercial hub of Union County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake Butler, Florida Target entity description: Lake Butler, Florida is a small city in north-central Florida that serves as the administrative and commercial hub of Union County.
-
A.
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.
-
B.
Buena Ventura Lakes, Florida
Buena Ventura Lakes, Florida is a residential community in Osceola County known as a suburban extension of the greater Kissimmee–Orlando area.
-
C.
Steinhatchee, Florida
Steinhatchee, Florida is a small Gulf Coast fishing and scalloping community known for its river, natural beauty, and outdoor recreation.
-
D.
Lake City, Florida
Lake City, Florida is a small north-central Florida city that serves as a regional commercial and transportation hub near the intersection of major highways and close to numerous natural springs and lakes.
-
E.
Lauderdale Lakes, Florida
Lauderdale Lakes, Florida is a small suburban city in Broward County known for its diverse population and residential communities within 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_69aed9569a4481908b6c1fcec2a11e21 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0360bc8081908ceb2483eef89174 |
completed | March 9, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b58a0ff2a08190ac7f89d306454ab8 |
completed | March 14, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69b58aa95428819085048691c77e2aea |
completed | March 14, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58b34c4e881909fd44fbe8acedda4 |
completed | March 14, 2026, 4:22 p.m. |
Created at: March 9, 2026, 3:46 p.m.