Triple

T9806390
Position Surface form Disambiguated ID Type / Status
Subject Emerson, Manitoba E237963 entity
Predicate provincialHighwayAccess P12245 FINISHED
Object Manitoba Highway 75
Manitoba Highway 75 is a major north–south route in Manitoba that connects Winnipeg to the U.S. border at Emerson, serving as a key trade and transportation corridor.
E824656 NE FINISHED

How this triple was built (5 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 Highway 75 | Statement: [Emerson, Manitoba, provincialHighwayAccess, Manitoba Highway 75]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manitoba Highway 75
Context triple: [Emerson, Manitoba, provincialHighwayAccess, Manitoba Highway 75]
  • A. 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.
  • B. Saskatchewan Highway 35
    Saskatchewan Highway 35 is a major north–south provincial highway in Saskatchewan, Canada, running from the U.S. border through several rural communities and agricultural regions to its northern terminus near Tisdale.
  • C. Alberta Highway 519
    Alberta Highway 519 is a provincial roadway in southern Alberta, Canada, that serves as an important east–west connector through rural agricultural areas including the Municipal District of Willow Creek No. 26.
  • D. Alberta Highway 23
    Alberta Highway 23 is a provincial highway in southern Alberta, Canada, that serves as a regional connector route through several rural municipalities and farming communities.
  • E. Alberta Highway 521
    Alberta Highway 521 is a provincial roadway in southern Alberta, Canada, that serves as a regional connector route through rural areas including the Municipal District of Willow Creek No. 26.
  • 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 Highway 75
Triple: [Emerson, Manitoba, provincialHighwayAccess, Manitoba Highway 75]
Generated description
Manitoba Highway 75 is a major north–south route in Manitoba that connects Winnipeg to the U.S. border at Emerson, serving as a key trade and transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manitoba Highway 75
Target entity description: Manitoba Highway 75 is a major north–south route in Manitoba that connects Winnipeg to the U.S. border at Emerson, serving as a key trade and transportation corridor.
  • A. 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.
  • B. Saskatchewan Highway 35
    Saskatchewan Highway 35 is a major north–south provincial highway in Saskatchewan, Canada, running from the U.S. border through several rural communities and agricultural regions to its northern terminus near Tisdale.
  • C. Alberta Highway 519
    Alberta Highway 519 is a provincial roadway in southern Alberta, Canada, that serves as an important east–west connector through rural agricultural areas including the Municipal District of Willow Creek No. 26.
  • D. Alberta Highway 23
    Alberta Highway 23 is a provincial highway in southern Alberta, Canada, that serves as a regional connector route through several rural municipalities and farming communities.
  • E. Alberta Highway 521
    Alberta Highway 521 is a provincial roadway in southern Alberta, Canada, that serves as a regional connector route through rural areas including the Municipal District of Willow Creek No. 26.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: provincialHighwayAccess
Context triple: [Emerson, Manitoba, provincialHighwayAccess, Manitoba Highway 75]
  • A. roadAccessVia
    Indicates that one location or area is reachable from another specifically by using a particular road or road segment.
  • B. connectsToHighway chosen
    Indicates that one location, road, or route has a direct access point or linkage to a highway.
  • C. roadAccessFrom
    Indicates that one location can be reached from another via a usable road connection.
  • D. roadJunctionIncludes
    Indicates that a road junction spatially contains or encompasses a specific road segment or related roadway element as part of its structure.
  • E. roadTerminusOf
    Indicates that a road ends at, or has its terminal point at, the referenced location or route.
  • F. None of above.

Provenance (6 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdab7cb9588190953a063cb7b9e29e completed April 1, 2026, 11:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5aecdec81909fae349945406c6c completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d6463fe481908e5d3f3fd22cffa4 completed April 5, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69d1d6dc0bd8819082a5ad417ca87a76 completed April 5, 2026, 3:28 a.m.
PD Predicate disambiguation batch_69cd03dd2da881909052fbf29736a773 completed April 1, 2026, 11:39 a.m.
Created at: March 30, 2026, 8:29 p.m.