Triple

T8100873
Position Surface form Disambiguated ID Type / Status
Subject Lazaridis School of Business and Economics E189107 entity
Predicate affiliation P10 FINISHED
Object CMA Canada (through accounting programs)
CMA Canada (through accounting programs) was the national professional body responsible for granting the Certified Management Accountant designation in Canada, overseeing education, certification, and standards for management accountants.
 E711486 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: CMA Canada (through accounting programs) | Statement: [Lazaridis School of Business and Economics, affiliation, CMA Canada (through accounting programs)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CMA Canada (through accounting programs)
Context triple: [Lazaridis School of Business and Economics, affiliation, CMA Canada (through accounting programs)]
  • A. CMA
    CMA is a prominent trade organization that promotes and supports the country music industry, best known for producing the annual CMA Awards.
  • B. CMA
    CMA is the acronym commonly used for the Common Monetary Area, a monetary union linking several Southern African countries through a shared currency framework.
  • C. CMA
    CMA is the stock ticker symbol for Comerica Incorporated, a U.S.-based financial services company and bank holding firm.
  • D. CMA
    CMA is a U.S. Army organization responsible for the safe storage, handling, and disposal of the nation's chemical weapons stockpile and related materials.
  • E. Master of Accounting (MAC)
    The Master of Accounting (MAC) is a specialized graduate degree that prepares students for professional careers in accounting, including roles such as auditor, financial analyst, and certified public accountant (CPA).
  • 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: CMA Canada (through accounting programs)
Triple: [Lazaridis School of Business and Economics, affiliation, CMA Canada (through accounting programs)]
Generated description
CMA Canada (through accounting programs) was the national professional body responsible for granting the Certified Management Accountant designation in Canada, overseeing education, certification, and standards for management accountants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CMA Canada (through accounting programs)
Target entity description: CMA Canada (through accounting programs) was the national professional body responsible for granting the Certified Management Accountant designation in Canada, overseeing education, certification, and standards for management accountants.
  • A. CMA
    CMA is a prominent trade organization that promotes and supports the country music industry, best known for producing the annual CMA Awards.
  • B. CMA
    CMA is the stock ticker symbol for Comerica Incorporated, a U.S.-based financial services company and bank holding firm.
  • C. CMA
    CMA is the acronym commonly used for the Common Monetary Area, a monetary union linking several Southern African countries through a shared currency framework.
  • D. CMA
    CMA is a U.S. Army organization responsible for the safe storage, handling, and disposal of the nation's chemical weapons stockpile and related materials.
  • E. Master of Accounting (MAC)
    The Master of Accounting (MAC) is a specialized graduate degree that prepares students for professional careers in accounting, including roles such as auditor, financial analyst, and certified public accountant (CPA).
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42bbf20c8190aa8c272b5c39002d completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc641d96e88190adee974b79d5fc05 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68d9032c8190af6c5ff64fe46aff completed April 1, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cc69f6bb308190a95df95d1a67cfec completed April 1, 2026, 12:42 a.m.
Created at: March 30, 2026, 5:31 p.m.