Triple

T9382938
Position Surface form Disambiguated ID Type / Status
Subject Hespeler, Ontario E225829 entity
Predicate hasLandmark P105 FINISHED
Object Hespeler Town Hall
Hespeler Town Hall is a historic municipal building in the Hespeler area of Cambridge, Ontario, known for its heritage architecture and former role as the local seat of government.
 E795621 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: Hespeler Town Hall | Statement: [Hespeler, Ontario, hasLandmark, Hespeler Town Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hespeler Town Hall
Context triple: [Hespeler, Ontario, hasLandmark, Hespeler Town Hall]
  • A. Oshawa City Hall
    Oshawa City Hall is the main municipal government building in Oshawa, Ontario, housing the city's administrative offices and council chambers.
  • B. Kitchener City Hall
    Kitchener City Hall is the modern civic and administrative center of the city of Kitchener, Ontario, known for its distinctive architecture and public plaza.
  • C. Guelph City Hall
    Guelph City Hall is the historic municipal government building of Guelph, Ontario, known for its distinctive 19th-century architecture and central civic role.
  • D. Vaughan City Hall
    Vaughan City Hall is the main municipal government building and administrative center for the city of Vaughan, Ontario, Canada.
  • E. North York Civic Centre
    North York Civic Centre is a major municipal complex in Toronto that houses local government offices, public services, and community facilities for the North York district.
  • 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: Hespeler Town Hall
Triple: [Hespeler, Ontario, hasLandmark, Hespeler Town Hall]
Generated description
Hespeler Town Hall is a historic municipal building in the Hespeler area of Cambridge, Ontario, known for its heritage architecture and former role as the local seat of government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hespeler Town Hall
Target entity description: Hespeler Town Hall is a historic municipal building in the Hespeler area of Cambridge, Ontario, known for its heritage architecture and former role as the local seat of government.
  • A. Oshawa City Hall
    Oshawa City Hall is the main municipal government building in Oshawa, Ontario, housing the city's administrative offices and council chambers.
  • B. Kitchener City Hall
    Kitchener City Hall is the modern civic and administrative center of the city of Kitchener, Ontario, known for its distinctive architecture and public plaza.
  • C. Guelph City Hall
    Guelph City Hall is the historic municipal government building of Guelph, Ontario, known for its distinctive 19th-century architecture and central civic role.
  • D. Vaughan City Hall
    Vaughan City Hall is the main municipal government building and administrative center for the city of Vaughan, Ontario, Canada.
  • E. North York Civic Centre
    North York Civic Centre is a major municipal complex in Toronto that houses local government offices, public services, and community facilities for the North York district.
  • 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_69ca842e9dcc8190a264119e683cfe04 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd50c11d648190b03cedbce0b72c60 completed April 1, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d100ddec0c8190854fb5db36e840db completed April 4, 2026, 12:15 p.m.
NEDg Description generation batch_69d1018738ec819098ccb9b7d37bb967 completed April 4, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69d1024cfedc81908a97b5fe4970719a completed April 4, 2026, 12:21 p.m.
Created at: March 30, 2026, 7:44 p.m.