Triple

T5622205
Position Surface form Disambiguated ID Type / Status
Subject Vaughan Mills E147633 entity
Predicate developer P73 FINISHED
Object Ivanhoé Cambridge
Ivanhoé Cambridge is a Canadian real estate company specializing in the development and management of large-scale commercial properties, including major shopping centres.
 E537168 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: Ivanhoé Cambridge | Statement: [Vaughan Mills, developer, Ivanhoé Cambridge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ivanhoé Cambridge
Context triple: [Vaughan Mills, developer, Ivanhoé Cambridge]
  • A. Penfield College
    Penfield College is an academic division of Mercer University that focuses on undergraduate liberal arts and professional studies.
  • B. Radcliffe
    Radcliffe is a town in Greater Manchester, England, historically part of Lancashire and known for its industrial heritage along the River Irwell.
  • C. Cambridge College
    Cambridge College is a private, non-profit institution of higher education based in Massachusetts, known for serving adult learners and offering flexible undergraduate and graduate degree programs.
  • D. Fitzwilliam College, Cambridge
    Fitzwilliam College, Cambridge is a constituent college of the University of Cambridge known for its modern architecture, diverse student body, and strong academic reputation.
  • E. Heythrop
    Heythrop is a small rural village in West Oxfordshire, England, known for its historic country estate and tranquil countryside setting.
  • 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: Ivanhoé Cambridge
Triple: [Vaughan Mills, developer, Ivanhoé Cambridge]
Generated description
Ivanhoé Cambridge is a Canadian real estate company specializing in the development and management of large-scale commercial properties, including major shopping centres.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ivanhoé Cambridge
Target entity description: Ivanhoé Cambridge is a Canadian real estate company specializing in the development and management of large-scale commercial properties, including major shopping centres.
  • A. Penfield College
    Penfield College is an academic division of Mercer University that focuses on undergraduate liberal arts and professional studies.
  • B. Radcliffe
    Radcliffe is a town in Greater Manchester, England, historically part of Lancashire and known for its industrial heritage along the River Irwell.
  • C. Cambridge College
    Cambridge College is a private, non-profit institution of higher education based in Massachusetts, known for serving adult learners and offering flexible undergraduate and graduate degree programs.
  • D. Fitzwilliam College, Cambridge
    Fitzwilliam College, Cambridge is a constituent college of the University of Cambridge known for its modern architecture, diverse student body, and strong academic reputation.
  • E. Heythrop
    Heythrop is a small rural village in West Oxfordshire, England, known for its historic country estate and tranquil countryside setting.
  • 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_69c00906f2a88190a992c66b13d606d4 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c022133eec819086acb04864dde5ee completed March 22, 2026, 5:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d5da9cc819097281dd6aa405e62 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04ed9159481909adeb9228ce59d0e completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04f7b889c81909db7cb4baf40ed80 completed March 22, 2026, 8:22 p.m.
Created at: March 22, 2026, 3:40 p.m.