Triple

T16333253
Position Surface form Disambiguated ID Type / Status
Subject Benton, Kentucky E396607 entity
Predicate hasMajorHighway P385 FINISHED
Object Kentucky Route 348
Kentucky Route 348 is a state highway in western Kentucky that serves as a local connector route in and around Benton.
 E1208003 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 348 | Statement: [Benton, Kentucky, hasMajorHighway, Kentucky Route 348]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kentucky Route 348
Context triple: [Benton, Kentucky, hasMajorHighway, Kentucky Route 348]
  • A. Kentucky Route 448
    Kentucky Route 448 is a state highway in Kentucky that serves the city of Brandenburg and its surrounding area.
  • B. Kentucky Route 357
    Kentucky Route 357 is a state highway in Kentucky that serves as a regional connector route linking small communities and other state roads in the area.
  • C. 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.
  • 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 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.
  • 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 348
Triple: [Benton, Kentucky, hasMajorHighway, Kentucky Route 348]
Generated description
Kentucky Route 348 is a state highway in western Kentucky that serves as a local connector route in and around Benton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kentucky Route 348
Target entity description: Kentucky Route 348 is a state highway in western Kentucky that serves as a local connector route in and around Benton.
  • A. Kentucky Route 448
    Kentucky Route 448 is a state highway in Kentucky that serves the city of Brandenburg and its surrounding area.
  • B. Kentucky Route 357
    Kentucky Route 357 is a state highway in Kentucky that serves as a regional connector route linking small communities and other state roads in the area.
  • C. 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.
  • 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 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.
  • 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_6a002dabc89481908005f5b2060abded completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002e8094e08190b168d6ae5e9de604 completed May 10, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_6a002f4c23e481909bf11d7329e0bd6f completed May 10, 2026, 7:10 a.m.
Created at: April 10, 2026, 5:07 a.m.