Triple

T11371547
Position Surface form Disambiguated ID Type / Status
Subject Hope, British Columbia E269351 entity
Predicate isTransportationHubFor P2413 FINISHED
Object Highway 7
Highway 7 is a major east–west route in British Columbia that runs along the north side of the Fraser River, serving as an alternative corridor to the Trans-Canada Highway between the Lower Mainland and the interior.
E1430624 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 7 | Statement: [Hope, British Columbia, isTransportationHubFor, Highway 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 7
Context triple: [Hope, British Columbia, isTransportationHubFor, Highway 7]
  • A. Highway 7
    Highway 7 is a major east–west arterial route in southern Ontario that connects numerous communities across the Greater Toronto Area and beyond.
  • B. Highway 7
    Highway 7 is a major motorway in eastern Thailand that links Bangkok with the coastal city of Pattaya and other destinations along the Gulf of Thailand.
  • C. Highway 4
    Highway 4 is a regional roadway in Nova Scotia, Canada, that serves as an important route linking communities on Cape Breton Island, including the city of Sydney.
  • D. Highway 3
    Highway 3 is a major east–west route in southern British Columbia, Canada, commonly known as the Crowsnest Highway and serving as a key corridor through the province’s interior.
  • E. Highway 6
    Highway 6 is a major Ontario provincial highway that runs north–south through several communities, including Guelph, and serves as an important regional transportation route.
  • 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 7
Triple: [Hope, British Columbia, isTransportationHubFor, Highway 7]
Generated description
Highway 7 is a major east–west route in British Columbia that runs along the north side of the Fraser River, serving as an alternative corridor to the Trans-Canada Highway between the Lower Mainland and the interior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 7
Target entity description: Highway 7 is a major east–west route in British Columbia that runs along the north side of the Fraser River, serving as an alternative corridor to the Trans-Canada Highway between the Lower Mainland and the interior.
  • A. Highway 7
    Highway 7 is a major east–west arterial route in southern Ontario that connects numerous communities across the Greater Toronto Area and beyond.
  • B. Highway 7
    Highway 7 is a major motorway in eastern Thailand that links Bangkok with the coastal city of Pattaya and other destinations along the Gulf of Thailand.
  • C. Highway 4
    Highway 4 is a regional roadway in Nova Scotia, Canada, that serves as an important route linking communities on Cape Breton Island, including the city of Sydney.
  • D. Highway 3
    Highway 3 is a major east–west route in southern British Columbia, Canada, commonly known as the Crowsnest Highway and serving as a key corridor through the province’s interior.
  • E. Highway 6
    Highway 6 is a major Ontario provincial highway that runs north–south through several communities, including Guelph, and serves as an important regional transportation route.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea8b196881909af9b138661e816d completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0883db3d888190a737968796e13f79 completed May 16, 2026, 2:49 p.m.
NEDg Description generation batch_6a0884d316148190b1fe155fc2dfbb7b completed May 16, 2026, 2:53 p.m.
NED2 Entity disambiguation (via description) batch_6a088565cbcc81909b4bbc286d272ef6 completed May 16, 2026, 2:55 p.m.
Created at: April 8, 2026, 9:33 p.m.