Triple

T5810890
Position Surface form Disambiguated ID Type / Status
Subject Ontario Highway 17 E128863 entity
Predicate connectsTo P845 FINISHED
Object Ontario Highway 71
Ontario Highway 71 is a provincial highway in northwestern Ontario, Canada, that serves as a key route linking communities near the Manitoba border with the Trans-Canada Highway network.
E596620 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 71 | Statement: [Ontario Highway 17, connectsTo, Ontario Highway 71]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 71
Context triple: [Ontario Highway 17, connectsTo, Ontario Highway 71]
  • A. Ontario Highway 72
    Ontario Highway 72 is a provincial highway in northwestern Ontario that connects the town of Sioux Lookout to the region’s primary highway network.
  • B. 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.
  • 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 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.
  • E. Ontario Highway 65
    Ontario Highway 65 is a provincially maintained highway in northeastern Ontario that connects communities near the Quebec border, including the city of Temiskaming Shores, to the broader provincial road network.
  • 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 71
Triple: [Ontario Highway 17, connectsTo, Ontario Highway 71]
Generated description
Ontario Highway 71 is a provincial highway in northwestern Ontario, Canada, that serves as a key route linking communities near the Manitoba border with the Trans-Canada Highway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 71
Target entity description: Ontario Highway 71 is a provincial highway in northwestern Ontario, Canada, that serves as a key route linking communities near the Manitoba border with the Trans-Canada Highway network.
  • A. Ontario Highway 72
    Ontario Highway 72 is a provincial highway in northwestern Ontario that connects the town of Sioux Lookout to the region’s primary highway network.
  • B. 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.
  • 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 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.
  • E. Ontario Highway 65
    Ontario Highway 65 is a provincially maintained highway in northeastern Ontario that connects communities near the Quebec border, including the city of Temiskaming Shores, to the broader provincial road network.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b538cd08190a7dac378898059b9 completed March 22, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65373f5388190bb2da987d6d24d23 completed March 27, 2026, 9:52 a.m.
NEDg Description generation batch_69c655afe8b88190a4d9ba83126e71af completed March 27, 2026, 10:02 a.m.
NED2 Entity disambiguation (via description) batch_69c65613a30c81908c737122e1005290 completed March 27, 2026, 10:04 a.m.
Created at: March 22, 2026, 3:52 p.m.