Triple

T19852500
Position Surface form Disambiguated ID Type / Status
Subject Master of Accounting E477033 entity
Predicate canLeadToCredential P18658 FINISHED
Object CMA
The CMA (Certified Management Accountant) is a professional certification in management accounting and financial management that validates expertise in financial planning, analysis, control, decision support, and professional ethics.
E1398108 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 | Statement: [Master of Accounting, canLeadToCredential, CMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CMA
Context triple: [Master of Accounting, canLeadToCredential, CMA]
  • A. 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.
  • B. 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.
  • C. CMA
    CMA is a prominent trade organization that promotes and supports the country music industry, best known for producing the annual CMA Awards.
  • D. CMA
    CMA is the stock ticker symbol for Comerica Incorporated, a U.S.-based financial services company and bank holding firm.
  • E. CMA
    CMA is a marine life rescue and rehabilitation center and aquarium in Clearwater, Florida, best known for caring for injured marine animals and educating the public about marine conservation.
  • 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
Triple: [Master of Accounting, canLeadToCredential, CMA]
Generated description
The CMA (Certified Management Accountant) is a professional certification in management accounting and financial management that validates expertise in financial planning, analysis, control, decision support, and professional ethics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CMA
Target entity description: The CMA (Certified Management Accountant) is a professional certification in management accounting and financial management that validates expertise in financial planning, analysis, control, decision support, and professional ethics.
  • A. 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.
  • B. CMA
    CMA is the French acronym commonly used to refer to the Congrès mondial acadien, a major international gathering celebrating Acadian culture and heritage.
  • C. CMA
    CMA is a prominent trade organization that promotes and supports the country music industry, best known for producing the annual CMA Awards.
  • D. CMA
    The CMA is the United Kingdom’s primary competition regulator and consumer protection authority, responsible for promoting fair competition and tackling anti-competitive practices.
  • E. CMA
    CMA is the stock ticker symbol for Comerica Incorporated, a U.S.-based financial services company and bank holding firm.
  • 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_69d8e51d39d081909bcfafeaaf3d2fcc completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65869e1b481908e2a2a2074ff4a6d completed April 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07d44098188190b2627bbf3695495d completed May 16, 2026, 2:19 a.m.
NEDg Description generation batch_6a07d51bda3c81908575cd41a212c108 completed May 16, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_6a07d5d7c4bc8190ab189fa556a956d7 completed May 16, 2026, 2:26 a.m.
Created at: April 10, 2026, 1:51 p.m.