Triple
T7510057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hebron, Kentucky |
E177495
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Kentucky Route 237
Kentucky Route 237 is a state highway in northern Kentucky that serves as a key local connector through Boone County, including the community of Hebron.
|
E672527
|
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 237 | Statement: [Hebron, Kentucky, hasTransportation, Kentucky Route 237]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 237 Context triple: [Hebron, Kentucky, hasTransportation, Kentucky Route 237]
-
A.
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.
-
B.
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.
-
C.
Kentucky Route 29
Kentucky Route 29 is a state highway in Kentucky that serves as a primary connector through Nicholasville and surrounding areas.
-
D.
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.
-
E.
Kentucky Route 39
Kentucky Route 39 is a state highway in Kentucky that connects the city of Nicholasville with other communities in the region.
- 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 237 Triple: [Hebron, Kentucky, hasTransportation, Kentucky Route 237]
Generated description
Kentucky Route 237 is a state highway in northern Kentucky that serves as a key local connector through Boone County, including the community of Hebron.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 237 Target entity description: Kentucky Route 237 is a state highway in northern Kentucky that serves as a key local connector through Boone County, including the community of Hebron.
-
A.
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.
-
B.
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.
-
C.
Kentucky Route 29
Kentucky Route 29 is a state highway in Kentucky that serves as a primary connector through Nicholasville and surrounding areas.
-
D.
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.
-
E.
Kentucky Route 39
Kentucky Route 39 is a state highway in Kentucky that connects the city of Nicholasville with other communities in the region.
- 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_69c6f5d1e1a4819090bf4cbacdbdc7d0 |
completed | March 27, 2026, 9:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856aed6c881909c909c01cbe01730 |
completed | March 28, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69c85712a2b88190a7939778931f2aa2 |
completed | March 28, 2026, 10:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8577e781c81909d31aff01905c0c2 |
completed | March 28, 2026, 10:34 p.m. |
Created at: March 27, 2026, 3:45 p.m.