Triple

T5572351
Position Surface form Disambiguated ID Type / Status
Subject District Municipality of Muskoka E146231 entity
Predicate hasMajorHighway P385 FINISHED
Object Highway 141
Highway 141 is a provincial roadway in Ontario, Canada, that serves as a key regional connector route through the Muskoka area and surrounding communities.
E541685 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: Highway 141 | Statement: [District Municipality of Muskoka, hasMajorHighway, Highway 141]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 141
Context triple: [District Municipality of Muskoka, hasMajorHighway, Highway 141]
  • A. Highway 440
    Highway 440 is a major roadway that serves as a key transportation corridor through the North Shore municipalities.
  • B. Highway 416
    Highway 416 is a major Ontario freeway that links Highway 401 to the city of Ottawa, serving as a key north–south transportation corridor in eastern Ontario.
  • C. Highway 7
    Highway 7 is a major east–west arterial route in southern Ontario that connects numerous communities across the Greater Toronto Area and beyond.
  • D. Highway 418
    Highway 418 is a north–south toll highway in Ontario, Canada, serving as a connector between Highway 401 and Highway 407.
  • E. Highway 417
    Highway 417 is a major controlled-access highway in eastern Ontario, Canada, serving as the primary route through Ottawa and forming part of the Trans-Canada Highway.
  • 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: Highway 141
Triple: [District Municipality of Muskoka, hasMajorHighway, Highway 141]
Generated description
Highway 141 is a provincial roadway in Ontario, Canada, that serves as a key regional connector route through the Muskoka area and surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 141
Target entity description: Highway 141 is a provincial roadway in Ontario, Canada, that serves as a key regional connector route through the Muskoka area and surrounding communities.
  • A. Highway 440
    Highway 440 is a major roadway that serves as a key transportation corridor through the North Shore municipalities.
  • B. Highway 416
    Highway 416 is a major Ontario freeway that links Highway 401 to the city of Ottawa, serving as a key north–south transportation corridor in eastern Ontario.
  • C. Highway 7
    Highway 7 is a major east–west arterial route in southern Ontario that connects numerous communities across the Greater Toronto Area and beyond.
  • D. Highway 418
    Highway 418 is a north–south toll highway in Ontario, Canada, serving as a connector between Highway 401 and Highway 407.
  • E. Highway 417
    Highway 417 is a major controlled-access highway in eastern Ontario, Canada, serving as the primary route through Ottawa and forming part of the Trans-Canada Highway.
  • 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_69c008ffed108190a084602227af6157 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020518f348190879ac67dab307134 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c059f3f6648190af2fd9a5e7cc125b completed March 22, 2026, 9:07 p.m.
NEDg Description generation batch_69c05d24fdf481908cfa9c485cd9a9f3 completed March 22, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69c05dc3d3cc8190a6bb775b06136972 completed March 22, 2026, 9:23 p.m.
Created at: March 22, 2026, 3:37 p.m.