Triple

T11371546
Position Surface form Disambiguated ID Type / Status
Subject Hope, British Columbia E269351 entity
Predicate isTransportationHubFor P2413 FINISHED
Object Highway 5
Highway 5 is a major north–south route in British Columbia, Canada, commonly known as the Coquihalla Highway, connecting the Lower Mainland with the province’s Interior.
E1291537 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 5 | Statement: [Hope, British Columbia, isTransportationHubFor, Highway 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 5
Context triple: [Hope, British Columbia, isTransportationHubFor, Highway 5]
  • A. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • B. Highway 51
    Highway 51 is a major north–south U.S. route through Mississippi that became historically significant as the primary road used during the 1966 civil rights March Against Fear.
  • C. Highway 11
    Highway 11 is a major Thai highway that serves as a key inland route connecting Chiang Mai with other provinces in northern and central Thailand.
  • D. Highway 11
    Highway 11 is a major provincial highway in Ontario, Canada, that runs north–south and serves as a key transportation route connecting numerous communities across the province.
  • E. Highway 17
    Highway 17 is a major Canadian highway forming part of the Trans-Canada Highway, running across northern Ontario and serving as a key route through communities such as Sault Ste. Marie.
  • 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 5
Triple: [Hope, British Columbia, isTransportationHubFor, Highway 5]
Generated description
Highway 5 is a major north–south route in British Columbia, Canada, commonly known as the Coquihalla Highway, connecting the Lower Mainland with the province’s Interior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 5
Target entity description: Highway 5 is a major north–south route in British Columbia, Canada, commonly known as the Coquihalla Highway, connecting the Lower Mainland with the province’s Interior.
  • A. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • B. Highway 51
    Highway 51 is a major north–south U.S. route through Mississippi that became historically significant as the primary road used during the 1966 civil rights March Against Fear.
  • C. Highway 11
    Highway 11 is a major Thai highway that serves as a key inland route connecting Chiang Mai with other provinces in northern and central Thailand.
  • D. Highway 11
    Highway 11 is a major provincial highway in Ontario, Canada, that runs north–south and serves as a key transportation route connecting numerous communities across the province.
  • E. Highway 17
    Highway 17 is a major Canadian highway forming part of the Trans-Canada Highway, running across northern Ontario and serving as a key route through communities such as Sault Ste. Marie.
  • 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_6a030c468b508190a1d683ff354c235c completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030ce6e0248190854acf6ad772cb08 completed May 12, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_6a030d4d117c8190a115b86df7990087 completed May 12, 2026, 11:21 a.m.
Created at: April 8, 2026, 9:33 p.m.