Triple

T5120687
Position Surface form Disambiguated ID Type / Status
Subject Perimeter Highway E115454 entity
Predicate maintainedBy P86 FINISHED
Object Manitoba Infrastructure
Manitoba Infrastructure is the provincial government department responsible for planning, building, and maintaining Manitoba’s transportation and water-related infrastructure, including major highways and related assets.
 E495623 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: Manitoba Infrastructure | Statement: [Perimeter Highway, maintainedBy, Manitoba Infrastructure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manitoba Infrastructure
Context triple: [Perimeter Highway, maintainedBy, Manitoba Infrastructure]
  • A. Manitoba
    Manitoba is a central Canadian province known for its vast prairies, numerous lakes, and northern boreal forests.
  • B. Brandon, Manitoba
    Brandon, Manitoba is the second-largest city in the province of Manitoba, serving as a regional hub for agriculture, education, and commerce in western Manitoba.
  • C. Dauphin, Manitoba, Canada
    Dauphin, Manitoba, Canada is a small city in western Manitoba known as a regional service and cultural center near Riding Mountain National Park.
  • D. Churchill, Manitoba
    Churchill, Manitoba is a remote northern Canadian town on the shores of Hudson Bay, best known as one of the world’s premier destinations for viewing polar bears and beluga whales.
  • E. Emerson, Manitoba
    Emerson, Manitoba is a small Canadian border town in southern Manitoba situated along the Red River near the U.S. state of North Dakota.
  • 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: Manitoba Infrastructure
Triple: [Perimeter Highway, maintainedBy, Manitoba Infrastructure]
Generated description
Manitoba Infrastructure is the provincial government department responsible for planning, building, and maintaining Manitoba’s transportation and water-related infrastructure, including major highways and related assets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manitoba Infrastructure
Target entity description: Manitoba Infrastructure is the provincial government department responsible for planning, building, and maintaining Manitoba’s transportation and water-related infrastructure, including major highways and related assets.
  • A. Manitoba
    Manitoba is a central Canadian province known for its vast prairies, numerous lakes, and northern boreal forests.
  • B. Brandon, Manitoba
    Brandon, Manitoba is the second-largest city in the province of Manitoba, serving as a regional hub for agriculture, education, and commerce in western Manitoba.
  • C. Dauphin, Manitoba, Canada
    Dauphin, Manitoba, Canada is a small city in western Manitoba known as a regional service and cultural center near Riding Mountain National Park.
  • D. Churchill, Manitoba
    Churchill, Manitoba is a remote northern Canadian town on the shores of Hudson Bay, best known as one of the world’s premier destinations for viewing polar bears and beluga whales.
  • E. Emerson, Manitoba
    Emerson, Manitoba is a small Canadian border town in southern Manitoba situated along the Red River near the U.S. state of North Dakota.
  • 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_69bd4442ade0819087b9461f892b206b completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd78015ad88190a3e51da494c19e30 completed March 20, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4b0578c819081ad7554bafafe49 completed March 21, 2026, 4:17 p.m.
NEDg Description generation batch_69bec5f51b5081909f86a9382357d7a4 completed March 21, 2026, 4:23 p.m.
NED2 Entity disambiguation (via description) batch_69bec67416c48190aed61c9f37bd718a completed March 21, 2026, 4:25 p.m.
Created at: March 20, 2026, 1:42 p.m.