Triple

T20234774
Position Surface form Disambiguated ID Type / Status
Subject Manitoba provincial highway network E495620 entity
Predicate hasRouteType P13326 FINISHED
Object Provincial Trunk Highway
Provincial Trunk Highway is the primary class of numbered highways in Manitoba, Canada, forming the core routes that connect major communities and regions across the province.
 E1419692 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: Provincial Trunk Highway | Statement: [Manitoba provincial highway network, hasRouteType, Provincial Trunk Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Provincial Trunk Highway
Context triple: [Manitoba provincial highway network, hasRouteType, Provincial Trunk Highway]
  • A. Provincial Trunk Highway 9
    Provincial Trunk Highway 9 is a major north–south provincial highway in Manitoba, Canada, that runs from Winnipeg to the southern shores of Lake Winnipeg, serving communities along the Red River and lakefront.
  • B. Provincial Trunk Highway 10
    Provincial Trunk Highway 10 is a major north–south provincial highway in Manitoba, Canada, running from the U.S. border near Boissevain through several communities, including Dauphin, to The Pas in the province’s north.
  • C. Provincial Trunk Highway 16
    Provincial Trunk Highway 16 is the Manitoba segment of the trans-provincial Yellowhead Highway, serving as a major east–west transportation corridor across the province.
  • D. Provincial Trunk Highway 5
    Provincial Trunk Highway 5 is a major north–south and east–west provincial highway in Manitoba, Canada, connecting several communities and serving as an important regional transportation corridor.
  • E. Provincial Trunk Highway 7
    Provincial Trunk Highway 7 is a major north–south provincial highway in Manitoba, Canada, connecting Winnipeg to communities in the Interlake region.
  • 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: Provincial Trunk Highway
Triple: [Manitoba provincial highway network, hasRouteType, Provincial Trunk Highway]
Generated description
Provincial Trunk Highway is the primary class of numbered highways in Manitoba, Canada, forming the core routes that connect major communities and regions across the province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Provincial Trunk Highway
Target entity description: Provincial Trunk Highway is the primary class of numbered highways in Manitoba, Canada, forming the core routes that connect major communities and regions across the province.
  • A. Provincial Trunk Highway 9
    Provincial Trunk Highway 9 is a major north–south provincial highway in Manitoba, Canada, that runs from Winnipeg to the southern shores of Lake Winnipeg, serving communities along the Red River and lakefront.
  • B. Provincial Trunk Highway 10
    Provincial Trunk Highway 10 is a major north–south provincial highway in Manitoba, Canada, running from the U.S. border near Boissevain through several communities, including Dauphin, to The Pas in the province’s north.
  • C. Provincial Trunk Highway 16
    Provincial Trunk Highway 16 is the Manitoba segment of the trans-provincial Yellowhead Highway, serving as a major east–west transportation corridor across the province.
  • D. Provincial Trunk Highway 5
    Provincial Trunk Highway 5 is a major north–south and east–west provincial highway in Manitoba, Canada, connecting several communities and serving as an important regional transportation corridor.
  • E. Provincial Trunk Highway 7
    Provincial Trunk Highway 7 is a major north–south provincial highway in Manitoba, Canada, connecting Winnipeg to communities in the Interlake region.
  • 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.