Triple

T7317621
Position Surface form Disambiguated ID Type / Status
Subject Garden River First Nation E168452 entity
Predicate hasPrimaryAccessRoute P55123 FINISHED
Object Ontario Highway 638
Ontario Highway 638 is a secondary provincial highway in Ontario, Canada, that serves rural communities and First Nations near Sault Ste. Marie.
E688748 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 638 | Statement: [Garden River First Nation, hasPrimaryAccessRoute, Ontario Highway 638]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 638
Context triple: [Garden River First Nation, hasPrimaryAccessRoute, Ontario Highway 638]
  • A. Ontario Highway 63
    Ontario Highway 63 is a provincial highway in northeastern Ontario that connects the city of North Bay to the Quebec border, serving as an important regional transportation route.
  • B. Ontario Highway 622
    Ontario Highway 622 is a remote secondary provincial highway in northwestern Ontario that connects the town of Atikokan to Highway 17 near Ignace through sparsely populated wilderness.
  • C. Ontario Highway 69
    Ontario Highway 69 is a major provincial highway in Ontario, Canada, that serves as a key north–south route linking the Greater Toronto Area with Sudbury and the province’s northern regions.
  • D. 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.
  • E. Ontario Highway 138
    Ontario Highway 138 is a provincial highway in eastern Ontario that serves as a key connector route between Highway 401 near Cornwall and Highway 417 toward Ottawa.
  • 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 638
Triple: [Garden River First Nation, hasPrimaryAccessRoute, Ontario Highway 638]
Generated description
Ontario Highway 638 is a secondary provincial highway in Ontario, Canada, that serves rural communities and First Nations near Sault Ste. Marie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 638
Target entity description: Ontario Highway 638 is a secondary provincial highway in Ontario, Canada, that serves rural communities and First Nations near Sault Ste. Marie.
  • A. Ontario Highway 63
    Ontario Highway 63 is a provincial highway in northeastern Ontario that connects the city of North Bay to the Quebec border, serving as an important regional transportation route.
  • B. Ontario Highway 622
    Ontario Highway 622 is a remote secondary provincial highway in northwestern Ontario that connects the town of Atikokan to Highway 17 near Ignace through sparsely populated wilderness.
  • C. Ontario Highway 69
    Ontario Highway 69 is a major provincial highway in Ontario, Canada, that serves as a key north–south route linking the Greater Toronto Area with Sudbury and the province’s northern regions.
  • D. 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.
  • E. Ontario Highway 138
    Ontario Highway 138 is a provincial highway in eastern Ontario that serves as a key connector route between Highway 401 near Cornwall and Highway 417 toward Ottawa.
  • 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_69c68a5251508190ad68df4151cfeb04 completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6ef178b3081908cd0c62466069741 completed March 27, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8e56e62d48190b0e25464ebffe148 completed March 29, 2026, 8:40 a.m.
NEDg Description generation batch_69c8e5f8f0408190abe815ce8f5f765f completed March 29, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_69c8e644d67c819098c9d863cde99518 completed March 29, 2026, 8:43 a.m.
Created at: March 27, 2026, 3:02 p.m.