Triple
T11039581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faculty of Science, National University of Singapore |
E260972
|
entity |
| Predicate | hasProgramme |
P6928
|
FINISHED |
| Object |
Applied Mathematics programme
The Applied Mathematics programme is an academic course of study focused on using mathematical methods and models to solve real-world problems in science, engineering, finance, and technology.
|
E900825
|
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: Applied Mathematics programme | Statement: [Faculty of Science, National University of Singapore, hasProgramme, Applied Mathematics programme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Applied Mathematics programme Context triple: [Faculty of Science, National University of Singapore, hasProgramme, Applied Mathematics programme]
-
A.
Faculty of Applied Mathematics
The Faculty of Applied Mathematics is an academic unit of the Silesian University of Technology specializing in education and research in mathematical methods and their applications in science, engineering, and technology.
-
B.
Department of Applied Mathematics
The Department of Applied Mathematics is an academic unit specializing in the practical application of mathematical methods to science, engineering, and technology at Volgograd State Technical University.
-
C.
Department of Applied Mathematics and Computational Sciences
The Department of Applied Mathematics and Computational Sciences is an academic unit specializing in advanced mathematical methods, statistics, and computational techniques for science and engineering applications.
-
D.
Department of Mathematics and Applied Mathematics
The Department of Mathematics and Applied Mathematics is an academic unit specializing in both theoretical and practical aspects of mathematics, including research, teaching, and applications across the natural and agricultural sciences.
-
E.
School of Applied Mathematical and Physical Sciences
The School of Applied Mathematical and Physical Sciences is a faculty of the National Technical University of Athens specializing in advanced education and research in mathematics, physics, and related applied sciences.
- 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: Applied Mathematics programme Triple: [Faculty of Science, National University of Singapore, hasProgramme, Applied Mathematics programme]
Generated description
The Applied Mathematics programme is an academic course of study focused on using mathematical methods and models to solve real-world problems in science, engineering, finance, and technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Applied Mathematics programme Target entity description: The Applied Mathematics programme is an academic course of study focused on using mathematical methods and models to solve real-world problems in science, engineering, finance, and technology.
-
A.
Faculty of Applied Mathematics
The Faculty of Applied Mathematics is an academic unit of the Silesian University of Technology specializing in education and research in mathematical methods and their applications in science, engineering, and technology.
-
B.
Department of Applied Mathematics
The Department of Applied Mathematics is an academic unit specializing in the practical application of mathematical methods to science, engineering, and technology at Volgograd State Technical University.
-
C.
Department of Applied Mathematics and Computational Sciences
The Department of Applied Mathematics and Computational Sciences is an academic unit specializing in advanced mathematical methods, statistics, and computational techniques for science and engineering applications.
-
D.
Department of Mathematics and Applied Mathematics
The Department of Mathematics and Applied Mathematics is an academic unit specializing in both theoretical and practical aspects of mathematics, including research, teaching, and applications across the natural and agricultural sciences.
-
E.
School of Applied Mathematical and Physical Sciences
The School of Applied Mathematical and Physical Sciences is a faculty of the National Technical University of Athens specializing in advanced education and research in mathematics, physics, and related applied sciences.
- 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_69d6aa979bdc8190bf0e79104cc098c1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797ff519481909ebc2515b3d241de |
completed | April 9, 2026, 12:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3a9d61b548190949f0dfbcb782064 |
completed | April 18, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69e3ad024ee88190948d5d1c327fd063 |
completed | April 18, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3b1fff754819092d634f46fb42387 |
completed | April 18, 2026, 4:32 p.m. |
Created at: April 8, 2026, 9:26 p.m.