Triple

T10484858
Position Surface form Disambiguated ID Type / Status
Subject Whitchurch-Stouffville, Ontario E247268 entity
Predicate hasMajorRoad P385 FINISHED
Object Highway 48
Highway 48 is a provincial highway in Ontario, Canada, that serves as a key north–south transportation route connecting communities such as Whitchurch-Stouffville to the broader regional road network.
E1219855 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 48 | Statement: [Whitchurch-Stouffville, Ontario, hasMajorRoad, Highway 48]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 48
Context triple: [Whitchurch-Stouffville, Ontario, hasMajorRoad, Highway 48]
  • A. Highway 409
    Highway 409 is a short Ontario 400-series highway in the Greater Toronto Area that primarily serves as a connector between Highway 401 and Toronto Pearson International Airport.
  • B. 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.
  • C. 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.
  • D. National Highway 48
    National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
  • 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 48
Triple: [Whitchurch-Stouffville, Ontario, hasMajorRoad, Highway 48]
Generated description
Highway 48 is a provincial highway in Ontario, Canada, that serves as a key north–south transportation route connecting communities such as Whitchurch-Stouffville to the broader regional road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 48
Target entity description: Highway 48 is a provincial highway in Ontario, Canada, that serves as a key north–south transportation route connecting communities such as Whitchurch-Stouffville to the broader regional road network.
  • A. Highway 409
    Highway 409 is a short Ontario 400-series highway in the Greater Toronto Area that primarily serves as a connector between Highway 401 and Toronto Pearson International Airport.
  • B. 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.
  • C. 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.
  • D. National Highway 48
    National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d50968a0bc8190a18ba24eb37431d9 completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00679214208190a9ee4cce882f59cb completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a006895b8ac8190a8d078e6b9f5bb50 completed May 10, 2026, 11:14 a.m.
NED2 Entity disambiguation (via description) batch_6a00694da4a88190944ae4a70ac9f0c3 completed May 10, 2026, 11:17 a.m.
Created at: April 6, 2026, 12:23 p.m.