Triple

T22306125
Position Surface form Disambiguated ID Type / Status
Subject Lyon County, Kentucky E551378 entity
Predicate hasMajorHighway P385 FINISHED
Object Kentucky Route 93
Kentucky Route 93 is a state highway in western Kentucky that serves as a regional connector through rural communities, including parts of Lyon County.
E1530463 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 93 | Statement: [Lyon County, Kentucky, hasMajorHighway, Kentucky Route 93]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kentucky Route 93
Context triple: [Lyon County, Kentucky, hasMajorHighway, Kentucky Route 93]
  • A. Kentucky Route 92
    Kentucky Route 92 is a state highway in Kentucky that runs east–west through several counties, connecting rural communities and small towns in the southern part of the state.
  • B. Kentucky Route 98
    Kentucky Route 98 is a state highway in south-central Kentucky that serves as a local connector route in and around Scottsville.
  • C. Kentucky Route 90
    Kentucky Route 90 is a significant east–west state highway in south-central Kentucky that connects several communities and serves as a key regional transportation corridor.
  • D. Kentucky Route 88
    Kentucky Route 88 is a state highway in Kentucky that serves as an important east–west connector through rural communities, including parts of Hart County.
  • E. Kentucky Route 84
    Kentucky Route 84 is a state highway in Kentucky that runs through central parts of the state, connecting communities such as Hodgenville and serving as a regional connector route.
  • 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 93
Triple: [Lyon County, Kentucky, hasMajorHighway, Kentucky Route 93]
Generated description
Kentucky Route 93 is a state highway in western Kentucky that serves as a regional connector through rural communities, including parts of Lyon County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kentucky Route 93
Target entity description: Kentucky Route 93 is a state highway in western Kentucky that serves as a regional connector through rural communities, including parts of Lyon County.
  • A. Kentucky Route 92
    Kentucky Route 92 is a state highway in Kentucky that runs east–west through several counties, connecting rural communities and small towns in the southern part of the state.
  • B. Kentucky Route 98
    Kentucky Route 98 is a state highway in south-central Kentucky that serves as a local connector route in and around Scottsville.
  • C. Kentucky Route 90
    Kentucky Route 90 is a significant east–west state highway in south-central Kentucky that connects several communities and serves as a key regional transportation corridor.
  • D. Kentucky Route 88
    Kentucky Route 88 is a state highway in Kentucky that serves as an important east–west connector through rural communities, including parts of Hart County.
  • E. Kentucky Route 84
    Kentucky Route 84 is a state highway in Kentucky that runs through central parts of the state, connecting communities such as Hodgenville and serving as a regional connector route.
  • 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_69e11e46c0188190800181a4233f28fe completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f157276d3c8190a55c93760a986cdc completed April 29, 2026, 12:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0acc9f16608190b6d1118238f96584 completed May 18, 2026, 8:23 a.m.
NEDg Description generation batch_6a0acec65ef48190a9961d2c03361258 completed May 18, 2026, 8:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0acf8273388190ba99a4d5900a7cce completed May 18, 2026, 8:36 a.m.
Created at: April 16, 2026, 8:41 p.m.