Triple
T7509983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cincinnati/Northern Kentucky International Airport |
E177493
|
entity |
| Predicate | hasSurfaceTransportConnection |
P1298
|
FINISHED |
| Object |
Kentucky Route 212
Kentucky Route 212 is a short state highway in northern Kentucky that serves as the primary access road to the Cincinnati/Northern Kentucky International Airport.
|
E671873
|
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: Kentucky Route 212 | Statement: [Cincinnati/Northern Kentucky International Airport, hasSurfaceTransportConnection, Kentucky Route 212]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 212 Context triple: [Cincinnati/Northern Kentucky International Airport, hasSurfaceTransportConnection, Kentucky Route 212]
-
A.
Kentucky Route 210
Kentucky Route 210 is a state highway in Kentucky that serves as a key connector between communities in central Kentucky, including areas within LaRue County.
-
B.
Kentucky Route 218
Kentucky Route 218 is a state highway in south-central Kentucky that serves as an east–west connector through rural communities, including areas of Hart County.
-
C.
Kentucky Route 224
Kentucky Route 224 is a state highway in Kentucky that serves as a regional connector route through central parts of the state, including the town of Upton.
-
D.
Kentucky Route 152
Kentucky Route 152 is a state highway in Kentucky that connects several central Kentucky communities, including Harrodsburg, and provides regional east–west travel.
-
E.
Kentucky Route 313
Kentucky Route 313 is a state highway in Kentucky that serves as a regional connector through parts of central Kentucky, including Meade County.
- 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: Kentucky Route 212 Triple: [Cincinnati/Northern Kentucky International Airport, hasSurfaceTransportConnection, Kentucky Route 212]
Generated description
Kentucky Route 212 is a short state highway in northern Kentucky that serves as the primary access road to the Cincinnati/Northern Kentucky International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 212 Target entity description: Kentucky Route 212 is a short state highway in northern Kentucky that serves as the primary access road to the Cincinnati/Northern Kentucky International Airport.
-
A.
Kentucky Route 210
Kentucky Route 210 is a state highway in Kentucky that serves as a key connector between communities in central Kentucky, including areas within LaRue County.
-
B.
Kentucky Route 218
Kentucky Route 218 is a state highway in south-central Kentucky that serves as an east–west connector through rural communities, including areas of Hart County.
-
C.
Kentucky Route 224
Kentucky Route 224 is a state highway in Kentucky that serves as a regional connector route through central parts of the state, including the town of Upton.
-
D.
Kentucky Route 152
Kentucky Route 152 is a state highway in Kentucky that connects several central Kentucky communities, including Harrodsburg, and provides regional east–west travel.
-
E.
Kentucky Route 313
Kentucky Route 313 is a state highway in Kentucky that serves as a regional connector through parts of central Kentucky, including Meade County.
- 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_69c69f276b108190af2cc790b6554544 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5d052888190ae8678f9134d737c |
completed | March 27, 2026, 9:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84ef549588190ab950abb3678128f |
completed | March 28, 2026, 9:58 p.m. |
| NEDg | Description generation | batch_69c8521845f4819083fa627a693f7663 |
completed | March 28, 2026, 10:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8526cabd48190b01f5ab96bcebb89 |
completed | March 28, 2026, 10:13 p.m. |
Created at: March 27, 2026, 3:45 p.m.