Triple
T16333252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton, Kentucky |
E396607
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
Kentucky Route 58
Kentucky Route 58 is a state highway in western Kentucky that connects several rural communities and small towns, including the city of Benton.
|
E1207151
|
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 58 | Statement: [Benton, Kentucky, hasMajorHighway, Kentucky Route 58]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 58 Context triple: [Benton, Kentucky, hasMajorHighway, Kentucky Route 58]
-
A.
Kentucky Route 55
Kentucky Route 55 is a state highway in Kentucky that runs north–south through several counties, serving as a key regional connector for local communities and commerce.
-
B.
Kentucky Route 52
Kentucky Route 52 is a state highway in Kentucky that runs east–west across several counties, connecting small towns and rural communities.
-
C.
Kentucky Route 53
Kentucky Route 53 is a state highway in Kentucky that runs generally north–south, connecting several communities and serving as a key local route through counties including Shelby County.
-
D.
Kentucky Route 48
Kentucky Route 48 is a state highway in Kentucky that connects the city of Bloomfield with other nearby communities and regional routes.
-
E.
Kentucky Route 54
Kentucky Route 54 is a state highway in Kentucky that connects several communities in the western part of the state, serving as a key regional route for local and through traffic.
- 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 58 Triple: [Benton, Kentucky, hasMajorHighway, Kentucky Route 58]
Generated description
Kentucky Route 58 is a state highway in western Kentucky that connects several rural communities and small towns, including the city of Benton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 58 Target entity description: Kentucky Route 58 is a state highway in western Kentucky that connects several rural communities and small towns, including the city of Benton.
-
A.
Kentucky Route 55
Kentucky Route 55 is a state highway in Kentucky that runs north–south through several counties, serving as a key regional connector for local communities and commerce.
-
B.
Kentucky Route 52
Kentucky Route 52 is a state highway in Kentucky that runs east–west across several counties, connecting small towns and rural communities.
-
C.
Kentucky Route 53
Kentucky Route 53 is a state highway in Kentucky that runs generally north–south, connecting several communities and serving as a key local route through counties including Shelby County.
-
D.
Kentucky Route 48
Kentucky Route 48 is a state highway in Kentucky that connects the city of Bloomfield with other nearby communities and regional routes.
-
E.
Kentucky Route 54
Kentucky Route 54 is a state highway in Kentucky that connects several communities in the western part of the state, serving as a key regional route for local and through traffic.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2c4e1da1081909bec6e77e6109dce |
completed | April 17, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0026173dc081909e00f6647d1f68b3 |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a00286f9e4c8190b01e75d2bfe3083a |
completed | May 10, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0028e71de88190b48e33f2116e78dc |
completed | May 10, 2026, 6:42 a.m. |
Created at: April 10, 2026, 5:07 a.m.