Triple
T3504358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McCracken County, Kentucky |
E74039
|
entity |
| Predicate | bordersCounty |
P6346
|
FINISHED |
| Object |
Marshall County, Kentucky
Marshall County, Kentucky is a rural county in western Kentucky known for its proximity to Kentucky Lake and outdoor recreation.
|
E573161
|
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: Marshall County, Kentucky | Statement: [McCracken County, Kentucky, bordersCounty, Marshall County, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall County, Kentucky Context triple: [McCracken County, Kentucky, bordersCounty, Marshall 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.
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.
-
C.
Hopkins County, Kentucky
Hopkins County, Kentucky is a county in western Kentucky known for its coal mining heritage and county seat of Madisonville.
-
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.
Pike County, Kentucky
Pike County, Kentucky is a coal-rich Appalachian county in eastern Kentucky known for its rugged mountainous terrain and historic Hatfield–McCoy feud connections.
- 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: Marshall County, Kentucky Triple: [McCracken County, Kentucky, bordersCounty, Marshall County, Kentucky]
Generated description
Marshall County, Kentucky is a rural county in western Kentucky known for its proximity to Kentucky Lake and outdoor recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall County, Kentucky Target entity description: Marshall County, Kentucky is a rural county in western Kentucky known for its proximity to Kentucky Lake and outdoor recreation.
-
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.
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.
-
C.
Hopkins County, Kentucky
Hopkins County, Kentucky is a county in western Kentucky known for its coal mining heritage and county seat of Madisonville.
-
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.
Pike County, Kentucky
Pike County, Kentucky is a coal-rich Appalachian county in eastern Kentucky known for its rugged mountainous terrain and historic Hatfield–McCoy feud connections.
- 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbf22b1c8190956141d8fb924210 |
completed | March 8, 2026, 6:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c140fc97f48190aa77fb32ccd658ab |
completed | March 23, 2026, 1:32 p.m. |
| NEDg | Description generation | batch_69c1460fead08190ae80e7c130753a73 |
completed | March 23, 2026, 1:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1466aeccc8190b541915bc041c6cc |
completed | March 23, 2026, 1:55 p.m. |
Created at: March 8, 2026, 3:18 p.m.