Triple
T2956340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bowling Green metropolitan area |
E79938
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | Bowling Green, KY MSA |
E79938
|
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: Bowling Green, KY MSA | Statement: [Bowling Green metropolitan area, abbreviation, Bowling Green, KY MSA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bowling Green, KY MSA Context triple: [Bowling Green metropolitan area, abbreviation, Bowling Green, KY MSA]
-
A.
Bowling Green, Kentucky
Bowling Green, Kentucky is a city in south-central Kentucky best known as the home of the Chevrolet Corvette’s manufacturing plant and the National Corvette Museum.
-
B.
Bowling Green metropolitan area
chosen
The Bowling Green metropolitan area is a U.S. Census-defined region in south-central Kentucky centered on the city of Bowling Green, encompassing surrounding communities that share its economic and social ties.
-
C.
Louisville, Kentucky
Louisville, Kentucky is the largest city in the state of Kentucky, known for the Kentucky Derby horse race, its historic bourbon distilleries, and its role as a major cultural and economic hub in the Ohio River Valley.
-
D.
Elizabethtown–Fort Knox metropolitan area
The Elizabethtown–Fort Knox metropolitan area is a U.S. Census-defined region in central Kentucky centered around the city of Elizabethtown and the Fort Knox military installation.
-
E.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad992998f08190ac9428310983172e |
completed | March 8, 2026, 3:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1f85f5fa481909785b6c59b4197fb |
completed | March 11, 2026, 11:18 p.m. |
Created at: March 8, 2026, 2:57 p.m.