Triple
T2951109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stanford GSE |
E79820
|
entity |
| Predicate | offersDegree |
P49
|
FINISHED |
| Object |
Master of Arts in Learning, Design, and Technology
The Master of Arts in Learning, Design, and Technology is a graduate program focused on applying learning sciences, design thinking, and technology to create innovative educational experiences and tools.
|
E313788
|
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 Arts in Learning, Design, and Technology | Statement: [Stanford GSE, offersDegree, Master of Arts in Learning, Design, and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Master of Arts in Learning, Design, and Technology Context triple: [Stanford GSE, offersDegree, Master of Arts in Learning, Design, and Technology]
-
A.
Master of Professional Studies in Design
The Master of Professional Studies in Design is a graduate-level professional degree focused on advanced, practice-oriented design skills and industry-ready expertise.
-
B.
Master of Arts in Education (MA)
The Master of Arts in Education (MA) is a graduate-level academic degree focused on advanced study and research in education, typically preparing students for roles in teaching, educational leadership, policy, or further doctoral study.
-
C.
Master of Fine Arts
The Master of Fine Arts (MFA) is a terminal graduate degree focused on advanced, practice-based study in creative fields such as visual arts, writing, theater, and film.
-
D.
Graduate School of Educational Informatics Research and Practice
The Graduate School of Educational Informatics Research and Practice is a specialized graduate school at Tohoku University in Japan focused on research and advanced training in the integration of information technology and education.
-
E.
School of Adult Learning
The School of Adult Learning is a specialized division of the University of Indianapolis that offers flexible, career-focused programs tailored to working adults and nontraditional students.
- 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 Arts in Learning, Design, and Technology Triple: [Stanford GSE, offersDegree, Master of Arts in Learning, Design, and Technology]
Generated description
The Master of Arts in Learning, Design, and Technology is a graduate program focused on applying learning sciences, design thinking, and technology to create innovative educational experiences and tools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Master of Arts in Learning, Design, and Technology Target entity description: The Master of Arts in Learning, Design, and Technology is a graduate program focused on applying learning sciences, design thinking, and technology to create innovative educational experiences and tools.
-
A.
Master of Professional Studies in Design
The Master of Professional Studies in Design is a graduate-level professional degree focused on advanced, practice-oriented design skills and industry-ready expertise.
-
B.
Master of Arts in Education (MA)
The Master of Arts in Education (MA) is a graduate-level academic degree focused on advanced study and research in education, typically preparing students for roles in teaching, educational leadership, policy, or further doctoral study.
-
C.
Master of Fine Arts
The Master of Fine Arts (MFA) is a terminal graduate degree focused on advanced, practice-based study in creative fields such as visual arts, writing, theater, and film.
-
D.
Graduate School of Educational Informatics Research and Practice
The Graduate School of Educational Informatics Research and Practice is a specialized graduate school at Tohoku University in Japan focused on research and advanced training in the integration of information technology and education.
-
E.
School of Adult Learning
The School of Adult Learning is a specialized division of the University of Indianapolis that offers flexible, career-focused programs tailored to working adults and nontraditional students.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98fbb7d4819081c241f3ff9165e5 |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc7edc808190863ec8f99efa3875 |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd7d1cc88190a4f533a92d7e6de3 |
completed | March 11, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fde74b608190b59da720c90adfeb |
completed | March 11, 2026, 5:30 a.m. |
Created at: March 8, 2026, 2:57 p.m.