Triple

T13391001
Position Surface form Disambiguated ID Type / Status
Subject Lincoln County, Kentucky E319570 entity
Predicate hasMajorHighway P385 FINISHED
Object Kentucky Route 78
Kentucky Route 78 is a state highway in Kentucky that serves as a regional connector route through Lincoln County and surrounding areas.
E1038541 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 78 | Statement: [Lincoln County, Kentucky, hasMajorHighway, Kentucky Route 78]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kentucky Route 78
Context triple: [Lincoln County, Kentucky, hasMajorHighway, Kentucky Route 78]
  • A. Kentucky Route 79
    Kentucky Route 79 is a state highway in Kentucky that runs generally north–south, connecting several communities between the Ohio River area and central parts of the state.
  • B. Kentucky Route 70
    Kentucky Route 70 is an east–west state highway in Kentucky that spans much of the state, connecting numerous small towns and rural areas.
  • C. 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.
  • D. Kentucky Route 728
    Kentucky Route 728 is a state highway in Kentucky that serves as a regional connector route through rural areas including parts of Hart County.
  • E. 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.
  • 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 78
Triple: [Lincoln County, Kentucky, hasMajorHighway, Kentucky Route 78]
Generated description
Kentucky Route 78 is a state highway in Kentucky that serves as a regional connector route through Lincoln County and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kentucky Route 78
Target entity description: Kentucky Route 78 is a state highway in Kentucky that serves as a regional connector route through Lincoln County and surrounding areas.
  • A. Kentucky Route 79
    Kentucky Route 79 is a state highway in Kentucky that runs generally north–south, connecting several communities between the Ohio River area and central parts of the state.
  • B. Kentucky Route 70
    Kentucky Route 70 is an east–west state highway in Kentucky that spans much of the state, connecting numerous small towns and rural areas.
  • C. 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.
  • D. Kentucky Route 728
    Kentucky Route 728 is a state highway in Kentucky that serves as a regional connector route through rural areas including parts of Hart County.
  • E. 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.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dba0d543348190a9c1be509b015c0f completed April 12, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7306df34c81909f2ad5b753b7fb7f completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7320c075081909b377de7e6e2abd0 completed May 3, 2026, 11:31 a.m.
NED2 Entity disambiguation (via description) batch_69f73285fd288190a023f20925fb5d5e completed May 3, 2026, 11:33 a.m.
Created at: April 9, 2026, 9:34 p.m.