Triple

T5942782
Position Surface form Disambiguated ID Type / Status
Subject Oxford County, Ontario E132206 entity
Predicate borderedBy P224 FINISHED
Object Norfolk County, Ontario
Norfolk County, Ontario is a largely rural municipality in southwestern Ontario known for its agriculture, Lake Erie shoreline, and small communities such as Simcoe and Port Dover.
E570368 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: Norfolk County, Ontario | Statement: [Oxford County, Ontario, borderedBy, Norfolk County, Ontario]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Norfolk County, Ontario
Context triple: [Oxford County, Ontario, borderedBy, Norfolk County, Ontario]
  • A. Northumberland County, Ontario
    Northumberland County, Ontario is a predominantly rural upper-tier municipality in southeastern Ontario, Canada, known for its small towns, agricultural lands, and Lake Ontario shoreline east of the Greater Toronto Area.
  • B. Essex County, Ontario
    Essex County, Ontario is a predominantly rural and suburban county in southwestern Ontario known for its agriculture, proximity to Windsor and Detroit, and location along the shores of Lake Erie.
  • C. Wellington County, Ontario
    Wellington County, Ontario is a predominantly rural upper-tier municipality in southwestern Ontario, Canada, known for its agricultural communities, small towns, and proximity to the city of Guelph.
  • D. County of Brant
    The County of Brant is a predominantly rural single-tier municipality in southwestern Ontario, Canada, surrounding but administratively separate from the city of Brantford.
  • E. Oxford County, Ontario
    Oxford County, Ontario is a predominantly rural county in southwestern Ontario, Canada, known for its agriculture, dairy production, and the city of Woodstock as its largest urban center.
  • 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: Norfolk County, Ontario
Triple: [Oxford County, Ontario, borderedBy, Norfolk County, Ontario]
Generated description
Norfolk County, Ontario is a largely rural municipality in southwestern Ontario known for its agriculture, Lake Erie shoreline, and small communities such as Simcoe and Port Dover.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Norfolk County, Ontario
Target entity description: Norfolk County, Ontario is a largely rural municipality in southwestern Ontario known for its agriculture, Lake Erie shoreline, and small communities such as Simcoe and Port Dover.
  • A. Northumberland County, Ontario
    Northumberland County, Ontario is a predominantly rural upper-tier municipality in southeastern Ontario, Canada, known for its small towns, agricultural lands, and Lake Ontario shoreline east of the Greater Toronto Area.
  • B. Essex County, Ontario
    Essex County, Ontario is a predominantly rural and suburban county in southwestern Ontario known for its agriculture, proximity to Windsor and Detroit, and location along the shores of Lake Erie.
  • C. Wellington County, Ontario
    Wellington County, Ontario is a predominantly rural upper-tier municipality in southwestern Ontario, Canada, known for its agricultural communities, small towns, and proximity to the city of Guelph.
  • D. County of Brant
    The County of Brant is a predominantly rural single-tier municipality in southwestern Ontario, Canada, surrounding but administratively separate from the city of Brantford.
  • E. Oxford County, Ontario
    Oxford County, Ontario is a predominantly rural county in southwestern Ontario, Canada, known for its agriculture, dairy production, and the city of Woodstock as its largest urban center.
  • 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_69c00869d3308190af89b2453e0f7546 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0393641d0819081c6c44816d94e4e completed March 22, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1355102c88190b139ba052e12a875 completed March 23, 2026, 12:42 p.m.
NEDg Description generation batch_69c136ca45b08190ae045ff72917ba30 completed March 23, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69c13744f0308190b5768f7f4da8c4cf completed March 23, 2026, 12:51 p.m.
Created at: March 22, 2026, 4:01 p.m.