Triple

T20234767
Position Surface form Disambiguated ID Type / Status
Subject Manitoba provincial highway network E495620 entity
Predicate hasPart P35 FINISHED
Object Manitoba Provincial Roads
Manitoba Provincial Roads are a network of secondary highways in the Canadian province of Manitoba that connect smaller communities and rural areas to the main provincial highway system.
E1419930 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 Provincial Roads | Statement: [Manitoba provincial highway network, hasPart, Manitoba Provincial Roads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manitoba Provincial Roads
Context triple: [Manitoba provincial highway network, hasPart, Manitoba Provincial Roads]
  • A. Manitoba Provincial Road 10
    Manitoba Provincial Road 10 is a provincial highway in Manitoba, Canada, that runs north–south through several communities and recreational areas, including Riding Mountain National Park.
  • B. Manitoba Highway 59
    Manitoba Highway 59 is a major north–south provincial highway in Manitoba, Canada, that connects the U.S. border to Winnipeg and continues on toward the eastern shores of Lake Winnipeg.
  • C. Manitoba Provincial Road 518
    Manitoba Provincial Road 518 is a minor provincial roadway in Manitoba, Canada, providing local access to the rural community of St. Laurent and surrounding areas.
  • D. Manitoba Highway 15
    Manitoba Highway 15 is a provincial east–west highway in Manitoba, Canada, that serves as a key route connecting Winnipeg to communities and rural areas to the east.
  • E. Manitoba Highway 101
    Manitoba Highway 101 is a major provincial ring road forming part of the Perimeter Highway around Winnipeg, facilitating traffic flow and bypassing the city.
  • 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 Provincial Roads
Triple: [Manitoba provincial highway network, hasPart, Manitoba Provincial Roads]
Generated description
Manitoba Provincial Roads are a network of secondary highways in the Canadian province of Manitoba that connect smaller communities and rural areas to the main provincial highway system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manitoba Provincial Roads
Target entity description: Manitoba Provincial Roads are a network of secondary highways in the Canadian province of Manitoba that connect smaller communities and rural areas to the main provincial highway system.
  • A. Manitoba Provincial Road 10
    Manitoba Provincial Road 10 is a provincial highway in Manitoba, Canada, that runs north–south through several communities and recreational areas, including Riding Mountain National Park.
  • B. Manitoba Highway 59
    Manitoba Highway 59 is a major north–south provincial highway in Manitoba, Canada, that connects the U.S. border to Winnipeg and continues on toward the eastern shores of Lake Winnipeg.
  • C. Manitoba Provincial Road 518
    Manitoba Provincial Road 518 is a minor provincial roadway in Manitoba, Canada, providing local access to the rural community of St. Laurent and surrounding areas.
  • D. Manitoba Highway 15
    Manitoba Highway 15 is a provincial east–west highway in Manitoba, Canada, that serves as a key route connecting Winnipeg to communities and rural areas to the east.
  • E. Manitoba Highway 101
    Manitoba Highway 101 is a major provincial ring road forming part of the Perimeter Highway around Winnipeg, facilitating traffic flow and bypassing the city.
  • 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_6a08551ff05c819092494bbba7fc6f82 completed May 16, 2026, 11:29 a.m.
NEDg Description generation batch_6a0855b26f0081909c2b74b888e0cd25 completed May 16, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_6a08567e39548190bd201d744e5fa7e9 completed May 16, 2026, 11:35 a.m.
Created at: April 11, 2026, 11:40 p.m.