Triple

T8961479
Position Surface form Disambiguated ID Type / Status
Subject Haldimand County E214015 entity
Predicate formedFrom P402 FINISHED
Object former Regional Municipality of Haldimand–Norfolk
The former Regional Municipality of Haldimand–Norfolk was a now-dissolved upper-tier municipal government in southern Ontario, Canada, that once administered the Haldimand and Norfolk areas before they were reorganized into separate single-tier municipalities.
E769085 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: former Regional Municipality of Haldimand–Norfolk | Statement: [Haldimand County, formedFrom, former Regional Municipality of Haldimand–Norfolk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: former Regional Municipality of Haldimand–Norfolk
Context triple: [Haldimand County, formedFrom, former Regional Municipality of Haldimand–Norfolk]
  • A. Regional Municipality of Durham
    The Regional Municipality of Durham is a large upper-tier municipal region in Ontario, Canada, encompassing several cities and towns east of Toronto and providing regional services such as transit, policing, and planning.
  • B. Regional Municipality of Halton
    The Regional Municipality of Halton is an upper-tier municipal government in Ontario, Canada, encompassing rapidly growing suburban and semi-rural communities west of Toronto, including Burlington, Oakville, Milton, and Halton Hills.
  • C. Quinte Region
    The Quinte Region is an area of southeastern Ontario, Canada, centered around the Bay of Quinte and including communities such as Belleville and Quinte West, known for its waterfront, tourism, and mixed urban-rural character.
  • D. Regional Municipality of York
    The Regional Municipality of York is an upper-tier municipal government in Ontario, Canada, responsible for regional services such as transportation, policing, and public health across several local municipalities north of Toronto.
  • E. United Counties of Stormont, Dundas and Glengarry
    The United Counties of Stormont, Dundas and Glengarry is a rural upper-tier municipality in eastern Ontario, Canada, encompassing several townships and small communities around the city of Cornwall.
  • 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: former Regional Municipality of Haldimand–Norfolk
Triple: [Haldimand County, formedFrom, former Regional Municipality of Haldimand–Norfolk]
Generated description
The former Regional Municipality of Haldimand–Norfolk was a now-dissolved upper-tier municipal government in southern Ontario, Canada, that once administered the Haldimand and Norfolk areas before they were reorganized into separate single-tier municipalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: former Regional Municipality of Haldimand–Norfolk
Target entity description: The former Regional Municipality of Haldimand–Norfolk was a now-dissolved upper-tier municipal government in southern Ontario, Canada, that once administered the Haldimand and Norfolk areas before they were reorganized into separate single-tier municipalities.
  • A. Regional Municipality of Durham
    The Regional Municipality of Durham is a large upper-tier municipal region in Ontario, Canada, encompassing several cities and towns east of Toronto and providing regional services such as transit, policing, and planning.
  • B. Regional Municipality of Halton
    The Regional Municipality of Halton is an upper-tier municipal government in Ontario, Canada, encompassing rapidly growing suburban and semi-rural communities west of Toronto, including Burlington, Oakville, Milton, and Halton Hills.
  • C. Quinte Region
    The Quinte Region is an area of southeastern Ontario, Canada, centered around the Bay of Quinte and including communities such as Belleville and Quinte West, known for its waterfront, tourism, and mixed urban-rural character.
  • D. Regional Municipality of York
    The Regional Municipality of York is an upper-tier municipal government in Ontario, Canada, responsible for regional services such as transportation, policing, and public health across several local municipalities north of Toronto.
  • E. United Counties of Stormont, Dundas and Glengarry
    The United Counties of Stormont, Dundas and Glengarry is a rural upper-tier municipality in eastern Ontario, Canada, encompassing several townships and small communities around the city of Cornwall.
  • 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_69ca839cd6008190a1546a701a56710c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6748baa88190ac54e701dc4d6212 completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc94e088881909506b229d1fff44a completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfc9ef5e548190a134c2bf0aa380b5 completed April 3, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69cfca735c50819088c2805c62d96d62 completed April 3, 2026, 2:10 p.m.
Created at: March 30, 2026, 7 p.m.