Triple

T6842373
Position Surface form Disambiguated ID Type / Status
Subject Shelby County, Kentucky E157802 entity
Predicate hasMajorHighway P385 FINISHED
Object 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.
 E629941 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 53 | Statement: [Shelby County, Kentucky, hasMajorHighway, Kentucky Route 53]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kentucky Route 53
Context triple: [Shelby County, Kentucky, hasMajorHighway, Kentucky Route 53]
  • 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 33
    Kentucky Route 33 is a state highway in central Kentucky that connects the city of Versailles with other nearby communities and major routes.
  • C. Kentucky Route 39
    Kentucky Route 39 is a state highway in Kentucky that connects the city of Nicholasville with other communities in the region.
  • D. 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.
  • E. Kentucky Route 152
    Kentucky Route 152 is a state highway in Kentucky that connects several central Kentucky communities, including Harrodsburg, and provides regional east–west travel.
  • 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 53
Triple: [Shelby County, Kentucky, hasMajorHighway, Kentucky Route 53]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kentucky Route 53
Target entity description: 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.
  • 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 33
    Kentucky Route 33 is a state highway in central Kentucky that connects the city of Versailles with other nearby communities and major routes.
  • C. Kentucky Route 39
    Kentucky Route 39 is a state highway in Kentucky that connects the city of Nicholasville with other communities in the region.
  • D. 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.
  • E. Kentucky Route 152
    Kentucky Route 152 is a state highway in Kentucky that connects several central Kentucky communities, including Harrodsburg, and provides regional east–west travel.
  • 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_69c6882ed4c081909dc465a7cf8838be completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d6b5f7648190ad8561caeb678932 completed March 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75115c74c81909b02e4c49a98663c completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c7537223688190917d02f6dfb1c0f1 completed March 28, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69c753d3721c8190b68e0d84cc82adac completed March 28, 2026, 4:06 a.m.
Created at: March 27, 2026, 2:19 p.m.