Triple
T18612771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg County, Kentucky |
E454939
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
South Carrollton, Kentucky
South Carrollton, Kentucky is a small incorporated town located in western Kentucky within Muhlenberg County.
|
E1334003
|
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: South Carrollton, Kentucky | Statement: [Muhlenberg County, Kentucky, hasCity, South Carrollton, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Carrollton, Kentucky Context triple: [Muhlenberg County, Kentucky, hasCity, South Carrollton, Kentucky]
-
A.
Carrollton, Kentucky
Carrollton, Kentucky is a small historic city at the confluence of the Ohio and Kentucky Rivers, serving as the county seat of Carroll County.
-
B.
Riverwood, Kentucky
Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
-
C.
Calhoun, Kentucky
Calhoun, Kentucky is a small city in McLean County that serves as the county seat and lies along the Green River in western Kentucky.
-
D.
Scottsville, Kentucky
Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
-
E.
Clarkson, Kentucky
Clarkson, Kentucky is a small home rule-class city in Grayson County known for its rural character and local community events 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: South Carrollton, Kentucky Triple: [Muhlenberg County, Kentucky, hasCity, South Carrollton, Kentucky]
Generated description
South Carrollton, Kentucky is a small incorporated town located in western Kentucky within Muhlenberg County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Carrollton, Kentucky Target entity description: South Carrollton, Kentucky is a small incorporated town located in western Kentucky within Muhlenberg County.
-
A.
Carrollton, Kentucky
Carrollton, Kentucky is a small historic city at the confluence of the Ohio and Kentucky Rivers, serving as the county seat of Carroll County.
-
B.
Riverwood, Kentucky
Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
-
C.
Calhoun, Kentucky
Calhoun, Kentucky is a small city in McLean County that serves as the county seat and lies along the Green River in western Kentucky.
-
D.
Scottsville, Kentucky
Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
-
E.
Clarkson, Kentucky
Clarkson, Kentucky is a small home rule-class city in Grayson County known for its rural character and local community events 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_69d8d38bbe7c8190bdec3138e7d413c9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54d030d488190a992d10d3d28b4ad |
completed | April 19, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05038c4d408190acb54ceaeaf470c5 |
completed | May 13, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_6a05065fcdd8819083644c9bceb556c9 |
completed | May 13, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0506f2ff9c81909995a299641c6c37 |
completed | May 13, 2026, 11:19 p.m. |
Created at: April 10, 2026, 11:45 a.m.