Triple

T5687178
Position Surface form Disambiguated ID Type / Status
Subject Temiskaming Shores E125340 entity
Predicate hasTransportation P105 FINISHED
Object 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.
E557665 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 65 | Statement: [Temiskaming Shores, hasTransportation, Ontario Highway 65]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 65
Context triple: [Temiskaming Shores, hasTransportation, Ontario Highway 65]
  • A. Ontario Highway 60
    Ontario Highway 60 is a major provincial highway in Ontario, Canada, best known for providing primary access to Algonquin Provincial Park and connecting several communities across central Ontario.
  • 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 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.
  • 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 12
    Ontario Highway 12 is a provincial highway in south-central Ontario that connects communities along the eastern shore of Lake Simcoe and serves as a key regional transportation route.
  • 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 65
Triple: [Temiskaming Shores, hasTransportation, Ontario Highway 65]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 65
Target entity description: 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.
  • A. Ontario Highway 60
    Ontario Highway 60 is a major provincial highway in Ontario, Canada, best known for providing primary access to Algonquin Provincial Park and connecting several communities across central Ontario.
  • 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 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.
  • 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 12
    Ontario Highway 12 is a provincial highway in south-central Ontario that connects communities along the eastern shore of Lake Simcoe and serves as a key regional transportation route.
  • 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_69c0082a884c8190a79001bae658941f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023bbfb988190bb61c7d183660d5d completed March 22, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e32cce548190898c735f8c494415 completed March 23, 2026, 6:52 a.m.
NEDg Description generation batch_69c0e66e96c481909133503f553d4bc4 completed March 23, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69c0e6c3ec548190814b44fe953ab25e completed March 23, 2026, 7:07 a.m.
Created at: March 22, 2026, 3:44 p.m.