Triple
T20197507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CFA Institute |
E493126
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object |
Certificate in Investment Performance Measurement program
The Certificate in Investment Performance Measurement program is a professional credential that validates expertise in investment performance evaluation, attribution, and reporting for finance and investment professionals.
|
E1417454
|
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: Certificate in Investment Performance Measurement program | Statement: [CFA Institute, administers, Certificate in Investment Performance Measurement program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Certificate in Investment Performance Measurement program Context triple: [CFA Institute, administers, Certificate in Investment Performance Measurement program]
-
A.
Master of Science in Finance program
The Master of Science in Finance program is a graduate-level degree focused on advanced financial theory, quantitative analysis, and practical skills for careers in corporate finance, investment management, and financial markets.
-
B.
Master of Quantitative Management
The Master of Quantitative Management is a graduate business degree focused on applying data analytics, statistics, and quantitative methods to solve complex organizational and managerial problems.
-
C.
Securities Markets Programme
The Securities Markets Programme was a crisis-era bond-buying initiative by the European Central Bank aimed at stabilizing stressed euro area sovereign debt markets.
-
D.
Master of Financial Engineering
The Master of Financial Engineering is a specialized graduate degree program that trains students to apply advanced quantitative, mathematical, and computational methods to finance and risk management.
-
E.
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.
- 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: Certificate in Investment Performance Measurement program Triple: [CFA Institute, administers, Certificate in Investment Performance Measurement program]
Generated description
The Certificate in Investment Performance Measurement program is a professional credential that validates expertise in investment performance evaluation, attribution, and reporting for finance and investment professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Certificate in Investment Performance Measurement program Target entity description: The Certificate in Investment Performance Measurement program is a professional credential that validates expertise in investment performance evaluation, attribution, and reporting for finance and investment professionals.
-
A.
Master of Science in Finance program
The Master of Science in Finance program is a graduate-level degree focused on advanced financial theory, quantitative analysis, and practical skills for careers in corporate finance, investment management, and financial markets.
-
B.
Master of Quantitative Management
The Master of Quantitative Management is a graduate business degree focused on applying data analytics, statistics, and quantitative methods to solve complex organizational and managerial problems.
-
C.
Securities Markets Programme
The Securities Markets Programme was a crisis-era bond-buying initiative by the European Central Bank aimed at stabilizing stressed euro area sovereign debt markets.
-
D.
Master of Financial Engineering
The Master of Financial Engineering is a specialized graduate degree program that trains students to apply advanced quantitative, mathematical, and computational methods to finance and risk management.
-
E.
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.
- 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_69da6269614c8190bb40475d9d477358 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66ad99d50819090ddb7b546c65321 |
completed | April 20, 2026, 6:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0843e4cc088190a33f932359490196 |
completed | May 16, 2026, 10:16 a.m. |
| NEDg | Description generation | batch_6a0844c0f9ec81909773fa613e9aca08 |
completed | May 16, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a084591f43481908e11348b21721b8a |
completed | May 16, 2026, 10:23 a.m. |
Created at: April 11, 2026, 11:37 p.m.