Triple
T8250415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elkton, Kentucky |
E192942
|
entity |
| Predicate | isLocatedSouthOf |
P9676
|
FINISHED |
| Object | Hopkinsville, Kentucky |
E163868
|
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: Hopkinsville, Kentucky | Statement: [Elkton, Kentucky, isLocatedSouthOf, Hopkinsville, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hopkinsville, Kentucky Context triple: [Elkton, Kentucky, isLocatedSouthOf, Hopkinsville, Kentucky]
-
A.
Hopkinsville, Kentucky
chosen
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.
-
B.
Madisonville, Kentucky
Madisonville, Kentucky is a small city in western Kentucky known historically for coal mining and as a regional hub for commerce and healthcare.
-
C.
Hodgenville, Kentucky
Hodgenville, Kentucky is a small city in central Kentucky best known as the birthplace of U.S. President Abraham Lincoln.
-
D.
Barbourville, Kentucky
Barbourville, Kentucky is a small city in southeastern Kentucky known as the county seat of Knox County and home to Union College.
-
E.
Campbellsville, Kentucky
Campbellsville, Kentucky is a small city in central Kentucky known for its historic downtown, proximity to Green River Lake, and role as the economic and educational hub of the surrounding rural region.
- 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_69ca82de7b8c81908d8106f8a53cff9b |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb78c935408190b9196a849a8d3a3e |
completed | March 31, 2026, 7:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce024f17a8819083f96ce8494fbb58 |
completed | April 2, 2026, 5:44 a.m. |
Created at: March 30, 2026, 5:48 p.m.