Triple

T5810851
Position Surface form Disambiguated ID Type / Status
Subject Nipissing District E128862 entity
Predicate hasMajorHighway P385 FINISHED
Object Ontario Highway 94
Ontario Highway 94 is a provincially maintained secondary highway in Ontario, Canada, serving communities in the Nipissing District near North Bay.
 E580426 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 94 | Statement: [Nipissing District, hasMajorHighway, Ontario Highway 94]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ontario Highway 94
Context triple: [Nipissing District, hasMajorHighway, Ontario Highway 94]
  • 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 48
    Ontario Highway 48 is a provincial highway in south-central Ontario that serves as a key regional route connecting communities north of Toronto, including the town of Georgina.
  • C. 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.
  • D. Ontario Highway 19
    Ontario Highway 19 is a provincial highway in southwestern Ontario that connects several communities, including Stratford, and serves as an important regional transportation route.
  • 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 94
Triple: [Nipissing District, hasMajorHighway, Ontario Highway 94]
Generated description
Ontario Highway 94 is a provincially maintained secondary highway in Ontario, Canada, serving communities in the Nipissing District near North Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ontario Highway 94
Target entity description: Ontario Highway 94 is a provincially maintained secondary highway in Ontario, Canada, serving communities in the Nipissing District near North Bay.
  • 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 48
    Ontario Highway 48 is a provincial highway in south-central Ontario that serves as a key regional route connecting communities north of Toronto, including the town of Georgina.
  • C. 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.
  • D. Ontario Highway 19
    Ontario Highway 19 is a provincial highway in southwestern Ontario that connects several communities, including Stratford, and serves as an important regional transportation route.
  • 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_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_69c2438c65988190aedb03bed25f19e1 completed March 24, 2026, 7:55 a.m.
NEDg Description generation batch_69c245000c248190b097befc6e3e9909 completed March 24, 2026, 8:02 a.m.
NED2 Entity disambiguation (via description) batch_69c4fb839b2481909caa57f34a8837db completed March 26, 2026, 9:25 a.m.
Created at: March 22, 2026, 3:52 p.m.