Triple

T8346015
Position Surface form Disambiguated ID Type / Status
Subject Highway 27 (Ontario) E196034 entity
Predicate connectsTo P845 FINISHED
Object Highway 9 (Ontario)
Highway 9 (Ontario) is a provincial highway in southern Ontario that runs east–west, linking communities north of the Greater Toronto Area and serving as a key regional connector between several major routes.
E728498 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 9 (Ontario) | Statement: [Highway 27 (Ontario), connectsTo, Highway 9 (Ontario)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 9 (Ontario)
Context triple: [Highway 27 (Ontario), connectsTo, Highway 9 (Ontario)]
  • A. Highway 29 (Ontario)
    Highway 29 (Ontario) is a provincial highway in eastern Ontario that serves as a key regional route connecting communities in and around Lanark County.
  • B. Ontario Highway 90
    Ontario Highway 90 is a former provincial highway in central Ontario that primarily served as a connector route between the city of Barrie and Canadian Forces Base Borden.
  • C. Highway 9 (Saskatchewan)
    Highway 9 (Saskatchewan) is a provincial highway in southeastern Saskatchewan that serves as a major north–south route connecting the city of Yorkton with other regional communities and road networks.
  • D. Ontario Highway 94
    Ontario Highway 94 is a provincially maintained secondary highway in Ontario, Canada, serving communities in the Nipissing District near North Bay.
  • E. Ontario Highway 19
    Ontario Highway 19 is a provincial highway in southwestern Ontario that connects several communities, including Stratford, 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 9 (Ontario)
Triple: [Highway 27 (Ontario), connectsTo, Highway 9 (Ontario)]
Generated description
Highway 9 (Ontario) is a provincial highway in southern Ontario that runs east–west, linking communities north of the Greater Toronto Area and serving as a key regional connector between several major routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 9 (Ontario)
Target entity description: Highway 9 (Ontario) is a provincial highway in southern Ontario that runs east–west, linking communities north of the Greater Toronto Area and serving as a key regional connector between several major routes.
  • A. Highway 29 (Ontario)
    Highway 29 (Ontario) is a provincial highway in eastern Ontario that serves as a key regional route connecting communities in and around Lanark County.
  • B. Ontario Highway 90
    Ontario Highway 90 is a former provincial highway in central Ontario that primarily served as a connector route between the city of Barrie and Canadian Forces Base Borden.
  • C. Highway 9 (Saskatchewan)
    Highway 9 (Saskatchewan) is a provincial highway in southeastern Saskatchewan that serves as a major north–south route connecting the city of Yorkton with other regional communities and road networks.
  • D. Ontario Highway 94
    Ontario Highway 94 is a provincially maintained secondary highway in Ontario, Canada, serving communities in the Nipissing District near North Bay.
  • E. Ontario Highway 19
    Ontario Highway 19 is a provincial highway in southwestern Ontario that connects several communities, including Stratford, 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_69ca82edd63c8190b876b8465464c5fa completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7feef7e8819084ca0441d146bac7 completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc73ccfb481908d0d189362404e09 completed April 2, 2026, 1:32 a.m.
NEDg Description generation batch_69cdcb90bec88190a2c19681405aa13e completed April 2, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd0fc9488190a0a576c385b9bc1f completed April 2, 2026, 1:57 a.m.
Created at: March 30, 2026, 5:58 p.m.