Triple
T18612779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg County, Kentucky |
E454939
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object | Graham, Kentucky |
—
|
NE NERFINISHED |
How this triple was built (3 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: Graham, Kentucky | Statement: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Graham, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graham, Kentucky Context triple: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Graham, Kentucky]
-
A.
Gratz, Kentucky
Gratz, Kentucky is a small rural town located in Owen County in the northern part of the U.S. state of Kentucky.
-
B.
Smithfield, Kentucky
Smithfield, Kentucky is a small rural city located in Henry County in the north-central region of the state.
-
C.
Murray, Kentucky
Murray, Kentucky is a small city in southwestern Kentucky best known as the home of Murray State University and for its strong college-town atmosphere.
-
D.
Kingston, Kentucky
Kingston, Kentucky is a small unincorporated community in Madison County that lies between Richmond and Berea in central Kentucky.
-
E.
Wilmore, Kentucky
Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Graham, Kentucky Target entity description: Graham, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
-
A.
Gratz, Kentucky
Gratz, Kentucky is a small rural town located in Owen County in the northern part of the U.S. state of Kentucky.
-
B.
Smithfield, Kentucky
Smithfield, Kentucky is a small rural city located in Henry County in the north-central region of the state.
-
C.
Murray, Kentucky
Murray, Kentucky is a small city in southwestern Kentucky best known as the home of Murray State University and for its strong college-town atmosphere.
-
D.
Kingston, Kentucky
Kingston, Kentucky is a small unincorporated community in Madison County that lies between Richmond and Berea in central Kentucky.
-
E.
Wilmore, Kentucky
Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
- F. None of above. chosen
Provenance (2 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. |
Created at: April 10, 2026, 11:45 a.m.