Triple

T2355076
Position Surface form Disambiguated ID Type / Status
Subject Stratford, Ontario E47533 entity
Predicate servedByHighway P385 FINISHED
Object Ontario Highway 8
Ontario Highway 8 is a provincially maintained highway in southwestern Ontario that connects several communities, including Stratford, to larger regional routes and urban centers.
E299538 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: Ontario Highway 8 | Statement: [Stratford, Ontario, servedByHighway, Ontario Highway 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 8
Context triple: [Stratford, Ontario, servedByHighway, Ontario Highway 8]
  • A. Ontario Highway 7
    Ontario Highway 7 is a major provincial highway in Ontario, Canada, running east–west across the southern part of the province and connecting numerous communities between Southwestern and Eastern Ontario.
  • B. Ontario Highway 11
    Ontario Highway 11 is a major provincial highway in Ontario, Canada, that runs north–south through much of Northern Ontario and serves as a key route connecting numerous remote and rural communities.
  • C. Ontario Highway 17
    Ontario Highway 17 is a major provincial highway in Ontario, Canada, forming the primary east–west route across Northern Ontario and constituting the longest segment of the Trans-Canada Highway within the province.
  • D. Ontario Highway 6
    Ontario Highway 6 is a major north–south provincial highway in Ontario, Canada, running from the Bruce Peninsula through central Ontario to the Hamilton area and serving as an important regional transportation route.
  • E. Ontario Highway 58
    Ontario Highway 58 is a provincial highway in Ontario, Canada, that serves the Niagara region, connecting communities such as Welland and providing access to local and regional routes.
  • 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: Ontario Highway 8
Triple: [Stratford, Ontario, servedByHighway, Ontario Highway 8]
Generated description
Ontario Highway 8 is a provincially maintained highway in southwestern Ontario that connects several communities, including Stratford, to larger regional routes and urban centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 8
Target entity description: Ontario Highway 8 is a provincially maintained highway in southwestern Ontario that connects several communities, including Stratford, to larger regional routes and urban centers.
  • A. Ontario Highway 7
    Ontario Highway 7 is a major provincial highway in Ontario, Canada, running east–west across the southern part of the province and connecting numerous communities between Southwestern and Eastern Ontario.
  • B. Ontario Highway 11
    Ontario Highway 11 is a major provincial highway in Ontario, Canada, that runs north–south through much of Northern Ontario and serves as a key route connecting numerous remote and rural communities.
  • C. Ontario Highway 17
    Ontario Highway 17 is a major provincial highway in Ontario, Canada, forming the primary east–west route across Northern Ontario and constituting the longest segment of the Trans-Canada Highway within the province.
  • D. Ontario Highway 6
    Ontario Highway 6 is a major north–south provincial highway in Ontario, Canada, running from the Bruce Peninsula through central Ontario to the Hamilton area and serving as an important regional transportation route.
  • E. Ontario Highway 58
    Ontario Highway 58 is a provincial highway in Ontario, Canada, that serves the Niagara region, connecting communities such as Welland and providing access to local and regional routes.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6fbb1fc8190b97f4e4ed386abc3 completed March 7, 2026, 6:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc629e4588190b6e56329809ed72d completed March 10, 2026, 7:20 a.m.
NEDg Description generation batch_69afc7cd70088190bb4eb7f3f04031d2 completed March 10, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69afc81f909c8190b8908fff327966aa completed March 10, 2026, 7:28 a.m.
Created at: March 4, 2026, 7:54 p.m.