Triple
T16829274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whitley City, Kentucky |
E409103
|
entity |
| Predicate | servedByHighway |
P385
|
FINISHED |
| Object |
Kentucky Route 478
Kentucky Route 478 is a state highway in Kentucky that provides local roadway access in and around Whitley City in McCreary County.
|
E1240356
|
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 478 | Statement: [Whitley City, Kentucky, servedByHighway, Kentucky Route 478]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 478 Context triple: [Whitley City, Kentucky, servedByHighway, Kentucky Route 478]
-
A.
Kentucky Route 479
Kentucky Route 479 is a state highway in Kentucky that serves as a connector route intersecting with other regional roads, including Kentucky Route 224.
-
B.
Kentucky Route 448
Kentucky Route 448 is a state highway in Kentucky that serves the city of Brandenburg and its surrounding area.
-
C.
Kentucky Route 348
Kentucky Route 348 is a state highway in western Kentucky that serves as a local connector route in and around Benton.
-
D.
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.
-
E.
Kentucky Route 144
Kentucky Route 144 is a state highway in Kentucky that serves as a regional connector through communities such as Vine Grove.
- 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 478 Triple: [Whitley City, Kentucky, servedByHighway, Kentucky Route 478]
Generated description
Kentucky Route 478 is a state highway in Kentucky that provides local roadway access in and around Whitley City in McCreary County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 478 Target entity description: Kentucky Route 478 is a state highway in Kentucky that provides local roadway access in and around Whitley City in McCreary County.
-
A.
Kentucky Route 479
Kentucky Route 479 is a state highway in Kentucky that serves as a connector route intersecting with other regional roads, including Kentucky Route 224.
-
B.
Kentucky Route 448
Kentucky Route 448 is a state highway in Kentucky that serves the city of Brandenburg and its surrounding area.
-
C.
Kentucky Route 348
Kentucky Route 348 is a state highway in western Kentucky that serves as a local connector route in and around Benton.
-
D.
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.
-
E.
Kentucky Route 144
Kentucky Route 144 is a state highway in Kentucky that serves as a regional connector through communities such as Vine Grove.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b315dbbc81908a1c83069e058770 |
completed | April 18, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c79cdf9c8190aa20d536ca17ab81 |
completed | May 10, 2026, 5:59 p.m. |
| NEDg | Description generation | batch_6a00ca95ebb4819091bbfe3ccc267f9a |
completed | May 10, 2026, 6:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00cb02c8bc8190a60da76bea8dabe5 |
completed | May 10, 2026, 6:14 p.m. |
Created at: April 10, 2026, 5:23 a.m.