Triple

T16109946
Position Surface form Disambiguated ID Type / Status
Subject Highway 417 E390845 entity
Predicate hasJunctionWith P1018 FINISHED
Object Highway 34 (via connecting roads near Vankleek Hill)
Highway 34 (via connecting roads near Vankleek Hill) is a regional Ontario roadway that links the rural community of Vankleek Hill and surrounding areas to the major east–west Highway 417 corridor.
E1194885 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: Highway 34 (via connecting roads near Vankleek Hill) | Statement: [Highway 417, hasJunctionWith, Highway 34 (via connecting roads near Vankleek Hill)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 34 (via connecting roads near Vankleek Hill)
Context triple: [Highway 417, hasJunctionWith, Highway 34 (via connecting roads near Vankleek Hill)]
  • A. A345 highway
    The A345 highway is a regional road in Nigeria that serves as a key transport route connecting the city of Bauchi with other parts of the country.
  • B. U.S. Highway 34 (nearby)
    U.S. Highway 34 is a major east–west U.S. highway that runs from Colorado through the Great Plains and Midwest, providing access to Rocky Mountain National Park and connecting numerous communities across several states.
  • C. highway 30
    Highway 30 is a major regional roadway in Quebec that serves as an important transportation corridor connecting communities such as Bécancour.
  • D. A34 road (nearby)
    The A34 road is a major north–south trunk route in England connecting the Midlands with the South Coast and providing key regional and national transport links.
  • E. served by Highway 35
    Highway 35 is a provincial highway in Saskatchewan, Canada, that runs north–south and connects several communities, including Fort Qu’Appelle, to the broader regional road network.
  • 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: Highway 34 (via connecting roads near Vankleek Hill)
Triple: [Highway 417, hasJunctionWith, Highway 34 (via connecting roads near Vankleek Hill)]
Generated description
Highway 34 (via connecting roads near Vankleek Hill) is a regional Ontario roadway that links the rural community of Vankleek Hill and surrounding areas to the major east–west Highway 417 corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 34 (via connecting roads near Vankleek Hill)
Target entity description: Highway 34 (via connecting roads near Vankleek Hill) is a regional Ontario roadway that links the rural community of Vankleek Hill and surrounding areas to the major east–west Highway 417 corridor.
  • A. A345 highway
    The A345 highway is a regional road in Nigeria that serves as a key transport route connecting the city of Bauchi with other parts of the country.
  • B. U.S. Highway 34 (nearby)
    U.S. Highway 34 is a major east–west U.S. highway that runs from Colorado through the Great Plains and Midwest, providing access to Rocky Mountain National Park and connecting numerous communities across several states.
  • C. highway 30
    Highway 30 is a major regional roadway in Quebec that serves as an important transportation corridor connecting communities such as Bécancour.
  • D. A34 road (nearby)
    The A34 road is a major north–south trunk route in England connecting the Midlands with the South Coast and providing key regional and national transport links.
  • E. served by Highway 35
    Highway 35 is a provincial highway in Saskatchewan, Canada, that runs north–south and connects several communities, including Fort Qu’Appelle, to the broader regional road network.
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2016665c0819081aa7a44b1d08183 completed April 17, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeba674788190a589104cf90f28d5 completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed6638788190a94b87c849dcfbc7 completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffee1cb2f88190b489160245a9828a completed May 10, 2026, 2:31 a.m.
Created at: April 10, 2026, 5 a.m.