Triple

T19989463
Position Surface form Disambiguated ID Type / Status
Subject Newcastle, Ontario E494023 entity
Predicate locatedNearHighway P385 FINISHED
Object Ontario Highway 35
Ontario Highway 35 is a provincial highway in Ontario, Canada, that runs north–south through the Kawartha Lakes region, connecting communities between the Highway 401 corridor and the Haliburton Highlands.
 E1410356 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: Ontario Highway 35 | Statement: [Newcastle, Ontario, locatedNearHighway, Ontario Highway 35]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ontario Highway 35
Context triple: [Newcastle, Ontario, locatedNearHighway, Ontario Highway 35]
  • A. Ontario Highway 34
    Ontario Highway 34 is a provincial highway in eastern Ontario, Canada, that serves as a key regional route connecting rural communities and towns in the area.
  • B. Ontario Highway 33
    Ontario Highway 33 is a provincial highway in southeastern Ontario that runs along the north shore of Lake Ontario, connecting communities such as Kingston and Picton and serving as part of the scenic Loyalist Parkway route.
  • C. Ontario Highway 58
    Ontario Highway 58 is a provincial highway in Ontario, Canada, that serves the Niagara region, connecting communities such as Welland and providing access to local and regional routes.
  • D. Ontario Highway 3
    Ontario Highway 3 is a major east–west provincial highway in southwestern Ontario, Canada, connecting numerous communities near the north shore of Lake Erie.
  • E. Ontario Highway 542
    Ontario Highway 542 is a secondary provincial highway that serves as a key east–west route across Manitoulin Island in Ontario, Canada.
  • 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: Ontario Highway 35
Triple: [Newcastle, Ontario, locatedNearHighway, Ontario Highway 35]
Generated description
Ontario Highway 35 is a provincial highway in Ontario, Canada, that runs north–south through the Kawartha Lakes region, connecting communities between the Highway 401 corridor and the Haliburton Highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ontario Highway 35
Target entity description: Ontario Highway 35 is a provincial highway in Ontario, Canada, that runs north–south through the Kawartha Lakes region, connecting communities between the Highway 401 corridor and the Haliburton Highlands.
  • A. Ontario Highway 34
    Ontario Highway 34 is a provincial highway in eastern Ontario, Canada, that serves as a key regional route connecting rural communities and towns in the area.
  • B. Ontario Highway 33
    Ontario Highway 33 is a provincial highway in southeastern Ontario that runs along the north shore of Lake Ontario, connecting communities such as Kingston and Picton and serving as part of the scenic Loyalist Parkway route.
  • C. Ontario Highway 58
    Ontario Highway 58 is a provincial highway in Ontario, Canada, that serves the Niagara region, connecting communities such as Welland and providing access to local and regional routes.
  • D. Ontario Highway 3
    Ontario Highway 3 is a major east–west provincial highway in southwestern Ontario, Canada, connecting numerous communities near the north shore of Lake Erie.
  • E. Ontario Highway 542
    Ontario Highway 542 is a secondary provincial highway that serves as a key east–west route across Manitoulin Island in Ontario, Canada.
  • 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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65fdecf108190a5b215fd25bc4dda completed April 20, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081f296c208190bca5ec44af8db78c completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a081fcc025081909292799ee8abd779 completed May 16, 2026, 7:42 a.m.
NED2 Entity disambiguation (via description) batch_6a08208c203c819083abea34d10d5e4e completed May 16, 2026, 7:45 a.m.
Created at: April 11, 2026, 3:30 p.m.