Triple
T16829334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stearns Visitor Center |
E409105
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
town of Stearns, Kentucky
The town of Stearns, Kentucky is a historic former coal company town in McCreary County that now serves as a gateway to outdoor recreation in the Big South Fork National River and Recreation Area.
|
E1235418
|
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: town of Stearns, Kentucky | Statement: [Stearns Visitor Center, near, town of Stearns, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: town of Stearns, Kentucky Context triple: [Stearns Visitor Center, near, town of Stearns, Kentucky]
-
A.
Stanton, Kentucky
Stanton, Kentucky is a small city in eastern Kentucky that serves as the administrative and commercial center of Powell County.
-
B.
Kirksville, Kentucky
Kirksville, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea region of central Kentucky.
-
C.
Balltown, Kentucky
Balltown, Kentucky is a small unincorporated community located in Nelson County in the central part of the state.
-
D.
Riverwood, Kentucky
Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
-
E.
Farristown, Kentucky
Farristown, Kentucky is a small community in Madison County that forms part of the Richmond–Berea region in central Kentucky.
- 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: town of Stearns, Kentucky Triple: [Stearns Visitor Center, near, town of Stearns, Kentucky]
Generated description
The town of Stearns, Kentucky is a historic former coal company town in McCreary County that now serves as a gateway to outdoor recreation in the Big South Fork National River and Recreation Area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: town of Stearns, Kentucky Target entity description: The town of Stearns, Kentucky is a historic former coal company town in McCreary County that now serves as a gateway to outdoor recreation in the Big South Fork National River and Recreation Area.
-
A.
Stanton, Kentucky
Stanton, Kentucky is a small city in eastern Kentucky that serves as the administrative and commercial center of Powell County.
-
B.
Kirksville, Kentucky
Kirksville, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea region of central Kentucky.
-
C.
Balltown, Kentucky
Balltown, Kentucky is a small unincorporated community located in Nelson County in the central part of the state.
-
D.
Riverwood, Kentucky
Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
-
E.
Farristown, Kentucky
Farristown, Kentucky is a small community in Madison County that forms part of the Richmond–Berea region in central Kentucky.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b315dbbc81908a1c83069e058770 |
completed | April 18, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b2a0ac148190a7a7edebcb67c040 |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b35ea8f88190ae33e8a2f906d133 |
completed | May 10, 2026, 4:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b3d14b3c819081f435777f47eca3 |
completed | May 10, 2026, 4:35 p.m. |
Created at: April 10, 2026, 5:23 a.m.