Triple
T2581070
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Christian County, Kentucky |
E57090
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Muhlenberg County, Kentucky
Muhlenberg County, Kentucky, is a rural county in the western part of the state known historically for its coal mining industry and small-town communities.
|
E454939
|
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: Muhlenberg County, Kentucky | Statement: [Christian County, Kentucky, borders, Muhlenberg County, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muhlenberg County, Kentucky Context triple: [Christian County, Kentucky, borders, Muhlenberg County, Kentucky]
-
A.
Washington County, Kentucky
Washington County, Kentucky is a rural county in central Kentucky known as the state’s first county formed after its separation from Virginia, with Springfield as its county seat.
-
B.
Boone County, Kentucky
Boone County, Kentucky is a rapidly growing county in northern Kentucky that forms part of the Cincinnati metropolitan area and hosts major transportation and logistics hubs.
-
C.
Marion County, Kentucky
Marion County, Kentucky is a rural county in central Kentucky known for its agricultural heritage, small communities, and location within the state's Bluegrass region.
-
D.
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.
-
E.
Fayette County, Kentucky
Fayette County, Kentucky is a central Kentucky county best known as the home of Lexington, a major city in the heart of the Bluegrass Region.
- 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: Muhlenberg County, Kentucky Triple: [Christian County, Kentucky, borders, Muhlenberg County, Kentucky]
Generated description
Muhlenberg County, Kentucky, is a rural county in the western part of the state known historically for its coal mining industry and small-town communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muhlenberg County, Kentucky Target entity description: Muhlenberg County, Kentucky, is a rural county in the western part of the state known historically for its coal mining industry and small-town communities.
-
A.
Washington County, Kentucky
Washington County, Kentucky is a rural county in central Kentucky known as the state’s first county formed after its separation from Virginia, with Springfield as its county seat.
-
B.
Boone County, Kentucky
Boone County, Kentucky is a rapidly growing county in northern Kentucky that forms part of the Cincinnati metropolitan area and hosts major transportation and logistics hubs.
-
C.
Marion County, Kentucky
Marion County, Kentucky is a rural county in central Kentucky known for its agricultural heritage, small communities, and location within the state's Bluegrass region.
-
D.
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.
-
E.
Fayette County, Kentucky
Fayette County, Kentucky is a central Kentucky county best known as the home of Lexington, a major city in the heart of the Bluegrass Region.
- 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_69ab4a4dca6481908c301f8e317396e7 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd3c6da888190ba7abfe37d182602 |
completed | March 7, 2026, 7:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde0234b6481908dcf37da32cf856b |
completed | March 21, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69bde3aefee8819097c472928dca0869 |
completed | March 21, 2026, 12:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bde40688a0819098caec5dd544ed8d |
completed | March 21, 2026, 12:19 a.m. |
Created at: March 6, 2026, 9:49 p.m.