Triple

T4879767
Position Surface form Disambiguated ID Type / Status
Subject Kenan-Flagler Business School E109294 entity
Predicate offersProgram P178 FINISHED
Object 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).
E477033 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: Master of Accounting (MAC) | Statement: [Kenan-Flagler Business School, offersProgram, Master of Accounting (MAC)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Accounting (MAC)
Context triple: [Kenan-Flagler Business School, offersProgram, Master of Accounting (MAC)]
  • 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 a U.S. Army organization responsible for the safe storage, handling, and disposal of the nation's chemical weapons stockpile and related materials.
  • D. Master of Management in Finance
    The Master of Management in Finance is a specialized graduate program focused on advanced financial theory and practice, preparing students for careers in areas such as investment banking, asset management, and corporate finance.
  • E. Master of Finance
    The Master of Finance is a specialized postgraduate degree focused on advanced financial theory and practice, preparing students for professional careers in areas such as investment banking, asset management, and financial analysis.
  • 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: Master of Accounting (MAC)
Triple: [Kenan-Flagler Business School, offersProgram, Master of Accounting (MAC)]
Generated description
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).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Accounting (MAC)
Target entity description: 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).
  • 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 a U.S. Army organization responsible for the safe storage, handling, and disposal of the nation's chemical weapons stockpile and related materials.
  • D. Master of Management in Finance
    The Master of Management in Finance is a specialized graduate program focused on advanced financial theory and practice, preparing students for careers in areas such as investment banking, asset management, and corporate finance.
  • E. Master of Finance
    The Master of Finance is a specialized postgraduate degree focused on advanced financial theory and practice, preparing students for professional careers in areas such as investment banking, asset management, and financial analysis.
  • 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dbf37ac819085bb758bc6406271 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6803a1c081908972984241276c19 completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6aadda048190a5b9276f59080b3e completed March 21, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69be6b0e7ca08190861992a251b3dbd9 completed March 21, 2026, 9:55 a.m.
Created at: March 20, 2026, 1:27 p.m.