Triple
T19852500
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Master of Accounting |
E477033
|
entity |
| Predicate | canLeadToCredential |
P18658
|
FINISHED |
| Object | CMA |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 1:51 p.m.