Triple

T20234801
Position Surface form Disambiguated ID Type / Status
Subject Manitoba provincial highway network E495620 entity
Predicate partOf P40 FINISHED
Object Canadian provincial highway systems
Canadian provincial highway systems are the networks of provincially managed roads and highways across Canada that connect communities, support regional transportation, and complement the national Trans-Canada Highway system.
E1419695 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: Canadian provincial highway systems | Statement: [Manitoba provincial highway network, partOf, Canadian provincial highway systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Canadian provincial highway systems
Context triple: [Manitoba provincial highway network, partOf, Canadian provincial highway systems]
  • A. British Columbia provincial highway system
    The British Columbia provincial highway system is the network of numbered roads managed by the province that connects communities, supports commerce, and links British Columbia to neighboring regions.
  • B. Ontario provincial highway network
    The Ontario provincial highway network is an integrated system of numbered provincial roads that connects communities across Ontario and supports regional and long-distance transportation.
  • C. Saskatchewan provincial highway system
    The Saskatchewan provincial highway system is the network of numbered roads that provides primary vehicular transportation routes across the Canadian province of Saskatchewan, connecting its cities, towns, and rural areas.
  • D. Nova Scotia provincial highway system
    The Nova Scotia provincial highway system is the network of numbered roads and highways managed by the province of Nova Scotia, Canada, connecting communities and major destinations across the region.
  • E. Quebec provincial highway network
    The Quebec provincial highway network is an integrated system of numbered roads and expressways that facilitates regional and intercity transportation throughout the province of Quebec, Canada.
  • 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: Canadian provincial highway systems
Triple: [Manitoba provincial highway network, partOf, Canadian provincial highway systems]
Generated description
Canadian provincial highway systems are the networks of provincially managed roads and highways across Canada that connect communities, support regional transportation, and complement the national Trans-Canada Highway system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Canadian provincial highway systems
Target entity description: Canadian provincial highway systems are the networks of provincially managed roads and highways across Canada that connect communities, support regional transportation, and complement the national Trans-Canada Highway system.
  • A. British Columbia provincial highway system
    The British Columbia provincial highway system is the network of numbered roads managed by the province that connects communities, supports commerce, and links British Columbia to neighboring regions.
  • B. Ontario provincial highway network
    The Ontario provincial highway network is an integrated system of numbered provincial roads that connects communities across Ontario and supports regional and long-distance transportation.
  • C. Saskatchewan provincial highway system
    The Saskatchewan provincial highway system is the network of numbered roads that provides primary vehicular transportation routes across the Canadian province of Saskatchewan, connecting its cities, towns, and rural areas.
  • D. Nova Scotia provincial highway system
    The Nova Scotia provincial highway system is the network of numbered roads and highways managed by the province of Nova Scotia, Canada, connecting communities and major destinations across the region.
  • E. Quebec provincial highway network
    The Quebec provincial highway network is an integrated system of numbered roads and expressways that facilitates regional and intercity transportation throughout the province of Quebec, Canada.
  • 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_69da626cff80819097b530718a7c98b6 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e67167fae88190a26ff10d698174f8 completed April 20, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a084b90635c8190b7452042a4dcc271 completed May 16, 2026, 10:48 a.m.
NEDg Description generation batch_6a084d86121c8190bba37790a114cfae completed May 16, 2026, 10:57 a.m.
NED2 Entity disambiguation (via description) batch_6a084dded4908190a63889b4c382d76f completed May 16, 2026, 10:58 a.m.
Created at: April 11, 2026, 11:40 p.m.