Triple

T8069261
Position Surface form Disambiguated ID Type / Status
Subject Howardstown E188326 entity
Predicate hasRoadAccess P385 FINISHED
Object 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.
 E715527 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 52 | Statement: [Howardstown, hasRoadAccess, Kentucky Route 52]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kentucky Route 52
Context triple: [Howardstown, hasRoadAccess, Kentucky Route 52]
  • 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 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.
  • C. 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.
  • D. Kentucky Route 39
    Kentucky Route 39 is a state highway in Kentucky that connects the city of Nicholasville with other communities in the region.
  • E. Kentucky Route 29
    Kentucky Route 29 is a state highway in Kentucky that serves as a primary connector through Nicholasville and surrounding areas.
  • 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 52
Triple: [Howardstown, hasRoadAccess, Kentucky Route 52]
Generated description
Kentucky Route 52 is a state highway in Kentucky that runs east–west across several counties, connecting small towns and rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kentucky Route 52
Target entity description: Kentucky Route 52 is a state highway in Kentucky that runs east–west across several counties, connecting small towns and rural communities.
  • 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 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.
  • C. 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.
  • D. Kentucky Route 39
    Kentucky Route 39 is a state highway in Kentucky that connects the city of Nicholasville with other communities in the region.
  • E. Kentucky Route 29
    Kentucky Route 29 is a state highway in Kentucky that serves as a primary connector through Nicholasville and surrounding areas.
  • 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_69ca82b42674819086840efea12478e5 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3ffbd59c8190a34398ddb4ee551e completed March 31, 2026, 3:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbe67d9dc8190ad72e3f5ce7478e3 completed April 1, 2026, 6:42 a.m.
NEDg Description generation batch_69ccc30f1fc48190991e0caa9ea6e735 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd7eca618819081e0c5452c8b1960 completed April 1, 2026, 8:31 a.m.
Created at: March 30, 2026, 5:27 p.m.