Triple

T16015681
Position Surface form Disambiguated ID Type / Status
Subject St. Laurent, Manitoba E388459 entity
Predicate hasHighwayAccess P385 FINISHED
Object 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.
 E1191699 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 Road 518 | Statement: [St. Laurent, Manitoba, hasHighwayAccess, Manitoba Provincial Road 518]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manitoba Provincial Road 518
Context triple: [St. Laurent, Manitoba, hasHighwayAccess, Manitoba Provincial Road 518]
  • A. Manitoba Provincial Road 415
    Manitoba Provincial Road 415 is a minor provincial roadway in Manitoba, Canada, that serves rural communities including the area around St. Laurent.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Manitoba Highway 44
    Manitoba Highway 44 is a provincial highway in Manitoba, Canada, that serves as an important east–west route connecting communities northeast of Winnipeg and providing access toward the Ontario border.
  • 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 Road 518
Triple: [St. Laurent, Manitoba, hasHighwayAccess, Manitoba Provincial Road 518]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manitoba Provincial Road 518
Target entity description: 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.
  • A. Manitoba Provincial Road 415
    Manitoba Provincial Road 415 is a minor provincial roadway in Manitoba, Canada, that serves rural communities including the area around St. Laurent.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Manitoba Highway 44
    Manitoba Highway 44 is a provincial highway in Manitoba, Canada, that serves as an important east–west route connecting communities northeast of Winnipeg and providing access toward the Ontario border.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18294f6c48190ab9d3eead268f846 completed April 17, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbcdf2548190999a6d093c7fb64a completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffddf957d88190bc344e493e8d567e completed May 10, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_69ffde49c5b481908294793326140c13 completed May 10, 2026, 1:24 a.m.
Created at: April 10, 2026, 4:55 a.m.