Triple

T23301859
Position Surface form Disambiguated ID Type / Status
Subject Greenbelt Plan E590322 entity
Predicate relatedTo P37 FINISHED
Object Niagara Escarpment Plan
The Niagara Escarpment Plan is an Ontario land-use and conservation framework that protects the unique natural, scenic, and ecological features of the Niagara Escarpment while guiding compatible development and resource use.
E1580294 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: Niagara Escarpment Plan | Statement: [Greenbelt Plan, relatedTo, Niagara Escarpment Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niagara Escarpment Plan
Context triple: [Greenbelt Plan, relatedTo, Niagara Escarpment Plan]
  • A. Oak Ridges Moraine Conservation Plan
    The Oak Ridges Moraine Conservation Plan is a provincial land-use framework in Ontario, Canada, designed to protect the ecological integrity, water resources, and natural heritage of the Oak Ridges Moraine from urban development and environmental degradation.
  • B. Niagara Peninsula Conservation Authority
    The Niagara Peninsula Conservation Authority is a regional environmental agency in Ontario, Canada responsible for conserving, managing, and restoring natural resources and watersheds across the Niagara Peninsula.
  • C. Provincial Policy Statement (Ontario)
    The Provincial Policy Statement (Ontario) is a province-wide land use planning document that sets mandatory policy directions for managing growth, protecting the environment and natural resources, and guiding municipal planning decisions across Ontario.
  • D. Niagara Escarpment trail system
    The Niagara Escarpment trail system is an extensive network of hiking trails following the Niagara Escarpment’s cliffs and forests across southern Ontario, known for its scenic views, geological features, and outdoor recreation opportunities.
  • E. Niagara Escarpment
    The Niagara Escarpment is a long, steep limestone and dolostone ridge in North America best known for creating the dramatic drop over which the Niagara River flows at Niagara Falls.
  • 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: Niagara Escarpment Plan
Triple: [Greenbelt Plan, relatedTo, Niagara Escarpment Plan]
Generated description
The Niagara Escarpment Plan is an Ontario land-use and conservation framework that protects the unique natural, scenic, and ecological features of the Niagara Escarpment while guiding compatible development and resource use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niagara Escarpment Plan
Target entity description: The Niagara Escarpment Plan is an Ontario land-use and conservation framework that protects the unique natural, scenic, and ecological features of the Niagara Escarpment while guiding compatible development and resource use.
  • A. Oak Ridges Moraine Conservation Plan
    The Oak Ridges Moraine Conservation Plan is a provincial land-use framework in Ontario, Canada, designed to protect the ecological integrity, water resources, and natural heritage of the Oak Ridges Moraine from urban development and environmental degradation.
  • B. Niagara Peninsula Conservation Authority
    The Niagara Peninsula Conservation Authority is a regional environmental agency in Ontario, Canada responsible for conserving, managing, and restoring natural resources and watersheds across the Niagara Peninsula.
  • C. Provincial Policy Statement (Ontario)
    The Provincial Policy Statement (Ontario) is a province-wide land use planning document that sets mandatory policy directions for managing growth, protecting the environment and natural resources, and guiding municipal planning decisions across Ontario.
  • D. Niagara Escarpment trail system
    The Niagara Escarpment trail system is an extensive network of hiking trails following the Niagara Escarpment’s cliffs and forests across southern Ontario, known for its scenic views, geological features, and outdoor recreation opportunities.
  • E. Niagara Escarpment
    The Niagara Escarpment is a long, steep limestone and dolostone ridge in North America best known for creating the dramatic drop over which the Niagara River flows at Niagara Falls.
  • 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_69e25d1c0ecc8190a355aa229f06d0e0 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f196d37fd08190ad2d199c54324c02 completed April 29, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c9730908190960a47f7fee9e0c2 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4ee292f08190a44326d433f37c65 completed May 19, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f796b688190a8971ebd238e08f2 completed May 19, 2026, 11:54 a.m.
Created at: April 17, 2026, 5:04 p.m.