Triple

T2692249
Position Surface form Disambiguated ID Type / Status
Subject Rob Ford E58428 entity
Predicate education P5 FINISHED
Object Scarborough Campus of Carleton University (attended, did not graduate)
The Scarborough Campus of Carleton University is a former satellite campus of Ottawa’s Carleton University that once served students in the Scarborough area of Toronto.
 E289908 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: Scarborough Campus of Carleton University (attended, did not graduate) | Statement: [Rob Ford, education, Scarborough Campus of Carleton University (attended, did not graduate)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scarborough Campus of Carleton University (attended, did not graduate)
Context triple: [Rob Ford, education, Scarborough Campus of Carleton University (attended, did not graduate)]
  • A. Scarborough campus (former)
    Scarborough campus (former) was the University of Hull’s coastal satellite campus in Scarborough, England, offering a range of higher education courses before its closure.
  • B. Mount Allison University (did not graduate)
    Mount Allison University is a small, primarily undergraduate liberal arts and science university located in Sackville, New Brunswick, Canada.
  • C. Dalhousie University (did not graduate)
    Dalhousie University is a major public research university in Halifax, Nova Scotia, Canada, known for its comprehensive academic programs and significant contributions to higher education and research.
  • D. Scarborough campus
    Scarborough campus is a suburban University of Toronto campus in eastern Toronto known for its co-op programs, diverse student body, and modern academic and research facilities.
  • E. Queen's University at Kingston (attended)
    Queen's University at Kingston is a prestigious public research university in Kingston, Ontario, Canada, known for its strong academic programs and historic campus.
  • 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: Scarborough Campus of Carleton University (attended, did not graduate)
Triple: [Rob Ford, education, Scarborough Campus of Carleton University (attended, did not graduate)]
Generated description
The Scarborough Campus of Carleton University is a former satellite campus of Ottawa’s Carleton University that once served students in the Scarborough area of Toronto.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scarborough Campus of Carleton University (attended, did not graduate)
Target entity description: The Scarborough Campus of Carleton University is a former satellite campus of Ottawa’s Carleton University that once served students in the Scarborough area of Toronto.
  • A. Scarborough campus (former)
    Scarborough campus (former) was the University of Hull’s coastal satellite campus in Scarborough, England, offering a range of higher education courses before its closure.
  • B. Mount Allison University (did not graduate)
    Mount Allison University is a small, primarily undergraduate liberal arts and science university located in Sackville, New Brunswick, Canada.
  • C. Dalhousie University (did not graduate)
    Dalhousie University is a major public research university in Halifax, Nova Scotia, Canada, known for its comprehensive academic programs and significant contributions to higher education and research.
  • D. Scarborough campus
    Scarborough campus is a suburban University of Toronto campus in eastern Toronto known for its co-op programs, diverse student body, and modern academic and research facilities.
  • E. Queen's University at Kingston (attended)
    Queen's University at Kingston is a prestigious public research university in Kingston, Ontario, Canada, known for its strong academic programs and historic campus.
  • 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_69ab4ac269e481909cb317d79e68b75b completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda0dd97c81909a60cf200f57c087 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf6501088190b8fe1ba8de4f6e00 completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb039cdcc8190953368c1f6757503 completed March 10, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69afb0c27ee48190a319fd2fab02f755 completed March 10, 2026, 5:48 a.m.
Created at: March 6, 2026, 9:54 p.m.