Triple
T13116436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Decision, Operations and Information Technologies Department |
E311105
|
entity |
| Predicate | contributesTo |
P477
|
FINISHED |
| Object | MS in Business Analytics programs |
E775
|
NE FINISHED |
How this triple was built (2 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: MS in Business Analytics programs | Statement: [Decision, Operations and Information Technologies Department, contributesTo, MS in Business Analytics programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MS in Business Analytics programs Context triple: [Decision, Operations and Information Technologies Department, contributesTo, MS in Business Analytics programs]
-
A.
Master of Business Analytics
chosen
The Master of Business Analytics is a specialized graduate degree focused on applying advanced data science, statistical modeling, and quantitative methods to solve complex business problems and support data-driven decision-making.
-
B.
Data Science and Analytics programme
The Data Science and Analytics programme is an undergraduate degree at the National University of Singapore that trains students in statistical analysis, machine learning, and computational methods for extracting insights from data.
-
C.
Master of Business Science
The Master of Business Science is a postgraduate degree focused on advanced quantitative and analytical approaches to business and commerce, typically combining rigorous research with applied management training.
-
D.
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.
-
E.
MS in Information Systems
The MS in Information Systems is a graduate program focused on integrating business strategy with information technology, preparing students to design, manage, and optimize data-driven systems and digital solutions in organizations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98180b6ac8190ae5a1f7c1480bd54 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e28105c481908781775ba489c296 |
completed | May 3, 2026, 5:52 a.m. |
Created at: April 9, 2026, 9:06 p.m.