Triple

T9916513
Position Surface form Disambiguated ID Type / Status
Subject Thorold E185882 entity
Predicate hasNeighbourhood P4813 FINISHED
Object Confederation Heights
Confederation Heights is a residential neighbourhood in the city of Thorold, Ontario, known for its suburban character and proximity to the Niagara region’s amenities.
E835660 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: Confederation Heights | Statement: [Thorold, hasNeighbourhood, Confederation Heights]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Confederation Heights
Context triple: [Thorold, hasNeighbourhood, Confederation Heights]
  • A. Arden Heights
    Arden Heights is a residential neighborhood on Staten Island in New York City, known for its suburban character and planned housing developments.
  • B. Marshall Heights
    Marshall Heights is a residential neighborhood in Southeast Washington, D.C., known for its hilly terrain, predominantly African American community, and ongoing revitalization efforts.
  • C. Cathedral Heights
    Cathedral Heights is a residential neighborhood in Northwest Washington, D.C., known for its quiet streets, mid-rise apartment buildings, and proximity to the Washington National Cathedral.
  • D. Friendship Heights
    Friendship Heights is a mixed residential and commercial neighborhood and shopping district straddling the Washington, D.C.–Maryland border, known for its upscale retail and easy Metro access.
  • E. Archer Heights
    Archer Heights is a residential and industrial neighborhood on Chicago’s Southwest Side known for its diverse, largely working-class community and proximity to Midway International Airport.
  • 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: Confederation Heights
Triple: [Thorold, hasNeighbourhood, Confederation Heights]
Generated description
Confederation Heights is a residential neighbourhood in the city of Thorold, Ontario, known for its suburban character and proximity to the Niagara region’s amenities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Confederation Heights
Target entity description: Confederation Heights is a residential neighbourhood in the city of Thorold, Ontario, known for its suburban character and proximity to the Niagara region’s amenities.
  • A. Arden Heights
    Arden Heights is a residential neighborhood on Staten Island in New York City, known for its suburban character and planned housing developments.
  • B. Marshall Heights
    Marshall Heights is a residential neighborhood in Southeast Washington, D.C., known for its hilly terrain, predominantly African American community, and ongoing revitalization efforts.
  • C. Cathedral Heights
    Cathedral Heights is a residential neighborhood in Northwest Washington, D.C., known for its quiet streets, mid-rise apartment buildings, and proximity to the Washington National Cathedral.
  • D. Friendship Heights
    Friendship Heights is a mixed residential and commercial neighborhood and shopping district straddling the Washington, D.C.–Maryland border, known for its upscale retail and easy Metro access.
  • E. Archer Heights
    Archer Heights is a residential and industrial neighborhood on Chicago’s Southwest Side known for its diverse, largely working-class community and proximity to Midway International Airport.
  • 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_69ca829b45f481909040f7b99a1976ed completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb540195881908f25f7dde5c66a75 completed April 2, 2026, 12:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d269d24ac4819081683e6ac5db7015 completed April 5, 2026, 1:55 p.m.
NEDg Description generation batch_69d26b3e1b948190a76cf7ad91a1e0a5 completed April 5, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69d26c0c9ee88190867f8531e9ffbf27 completed April 5, 2026, 2:05 p.m.
Created at: March 30, 2026, 8:42 p.m.