Triple
T13938137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Illinois–Indiana–Kentucky tri-state area |
E335170
|
entity |
| Predicate | hasPrincipalCity |
P3940
|
FINISHED |
| Object | Madisonville, Kentucky |
E444109
|
NE FINISHED |
How this triple was built (2 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: Madisonville, Kentucky | Statement: [Illinois–Indiana–Kentucky tri-state area, hasPrincipalCity, Madisonville, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madisonville, Kentucky Context triple: [Illinois–Indiana–Kentucky tri-state area, hasPrincipalCity, Madisonville, Kentucky]
-
A.
Madisonville, Kentucky
chosen
Madisonville, Kentucky is a small city in western Kentucky known historically for coal mining and as a regional hub for commerce and healthcare.
-
B.
Maysville, Kentucky
Maysville, Kentucky is a historic Ohio River city in northeastern Kentucky known for its 19th-century architecture, river commerce heritage, and role as a regional cultural and economic center.
-
C.
Hopkinsville, Kentucky
Hopkinsville, Kentucky is a small city in southwestern Kentucky known for its proximity to the Fort Campbell military installation and its role as a regional commercial and agricultural center.
-
D.
Kingston, Kentucky
Kingston, Kentucky is a small unincorporated community in Madison County that lies between Richmond and Berea in central Kentucky.
-
E.
Paintsville, Kentucky
Paintsville, Kentucky is a small city in eastern Kentucky’s Appalachian region known historically for coal mining and its role as a local commercial and cultural hub.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c6081b88190b53e317c3370c8fe |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2cf5cc8c8190bea74291702b2925 |
completed | April 14, 2026, 12:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe249c57bc819089baed544fb8fead |
completed | May 8, 2026, 5:59 p.m. |
Created at: April 9, 2026, 10:17 p.m.