Triple
T2956297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | south-central Kentucky |
E79937
|
entity |
| Predicate | containsCounty |
P5971
|
FINISHED |
| Object |
Cumberland County, Kentucky
Cumberland County, Kentucky is a small rural county in the U.S. state of Kentucky known for its agricultural landscape and location along the Cumberland River near the Tennessee border.
|
E526219
|
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: Cumberland County, Kentucky | Statement: [south-central Kentucky, containsCounty, Cumberland County, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumberland County, Kentucky Context triple: [south-central Kentucky, containsCounty, Cumberland County, Kentucky]
-
A.
Madison County, Kentucky
Madison County, Kentucky is a largely rural county in central Kentucky known for its historic city of Richmond, Eastern Kentucky University, and significant Civil War and frontier heritage.
-
B.
Hopkins County, Kentucky
Hopkins County, Kentucky is a county in western Kentucky known for its coal mining heritage and county seat of Madisonville.
-
C.
Campbell County, Kentucky
Campbell County, Kentucky is a county in northern Kentucky along the Ohio River, forming part of the Cincinnati metropolitan area.
-
D.
Hancock County, Kentucky
Hancock County, Kentucky is a rural county in northwestern Kentucky along the Ohio River, known for its small communities and agricultural and industrial economy.
-
E.
Warren County, Kentucky
Warren County, Kentucky is a county in south-central Kentucky best known for its seat, Bowling Green, and its strong automotive manufacturing presence.
- 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: Cumberland County, Kentucky Triple: [south-central Kentucky, containsCounty, Cumberland County, Kentucky]
Generated description
Cumberland County, Kentucky is a small rural county in the U.S. state of Kentucky known for its agricultural landscape and location along the Cumberland River near the Tennessee border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumberland County, Kentucky Target entity description: Cumberland County, Kentucky is a small rural county in the U.S. state of Kentucky known for its agricultural landscape and location along the Cumberland River near the Tennessee border.
-
A.
Madison County, Kentucky
Madison County, Kentucky is a largely rural county in central Kentucky known for its historic city of Richmond, Eastern Kentucky University, and significant Civil War and frontier heritage.
-
B.
Hopkins County, Kentucky
Hopkins County, Kentucky is a county in western Kentucky known for its coal mining heritage and county seat of Madisonville.
-
C.
Campbell County, Kentucky
Campbell County, Kentucky is a county in northern Kentucky along the Ohio River, forming part of the Cincinnati metropolitan area.
-
D.
Hancock County, Kentucky
Hancock County, Kentucky is a rural county in northwestern Kentucky along the Ohio River, known for its small communities and agricultural and industrial economy.
-
E.
Warren County, Kentucky
Warren County, Kentucky is a county in south-central Kentucky best known for its seat, Bowling Green, and its strong automotive manufacturing presence.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad992998f08190ac9428310983172e |
completed | March 8, 2026, 3:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfb12cd0e4819082403092672f9fe8 |
completed | March 22, 2026, 9:06 a.m. |
| NEDg | Description generation | batch_69bfb20bc4a881908cef5d116d2313b5 |
completed | March 22, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfb26187e08190ae24f958e067f22e |
completed | March 22, 2026, 9:12 a.m. |
Created at: March 8, 2026, 2:57 p.m.