Triple
T128984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graduate School of Education, University of California, Berkeley |
E2610
|
entity |
| Predicate | offersDegree |
P49
|
FINISHED |
| Object |
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.
|
E14679
|
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 Education (MA) | Statement: [Graduate School of Education, University of California, Berkeley, offersDegree, Master of Arts in Education (MA)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Master of Arts in Education (MA) Context triple: [Graduate School of Education, University of California, Berkeley, offersDegree, Master of Arts in Education (MA)]
-
A.
MBA
The MBA is a prestigious graduate-level business degree designed to develop advanced leadership, management, and analytical skills for careers in business and related fields.
-
B.
Graduate School of Education
The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
-
C.
Graduate School of Education
The Graduate School of Education at the University of California, Berkeley is a leading institution for research, teaching, and policy in the field of education, offering advanced degrees and training for educators, scholars, and educational leaders.
-
D.
Master of Information Management and Systems
The Master of Information Management and Systems is a professional graduate degree focused on the design, management, and use of information technologies and data to solve complex organizational and societal problems.
-
E.
Juris Doctor
The Juris Doctor (J.D.) is a professional graduate law degree that qualifies recipients to sit for the bar exam and practice law in the United States.
- 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 Education (MA) Triple: [Graduate School of Education, University of California, Berkeley, offersDegree, Master of Arts in Education (MA)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Master of Arts in Education (MA) Target entity description: 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.
-
A.
MBA
The MBA is a prestigious graduate-level business degree designed to develop advanced leadership, management, and analytical skills for careers in business and related fields.
-
B.
Graduate School of Education
The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
-
C.
Graduate School of Education
The Graduate School of Education at the University of California, Berkeley is a leading institution for research, teaching, and policy in the field of education, offering advanced degrees and training for educators, scholars, and educational leaders.
-
D.
Master of Information Management and Systems
The Master of Information Management and Systems is a professional graduate degree focused on the design, management, and use of information technologies and data to solve complex organizational and societal problems.
-
E.
Juris Doctor
The Juris Doctor (J.D.) is a professional graduate law degree that qualifies recipients to sit for the bar exam and practice law in the United States.
- 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_69a2520c0f3481908b0ed054a2fca8d0 |
completed | Feb. 28, 2026, 2:25 a.m. |
| NER | Named-entity recognition | batch_69a2576518e0819096b35d8af7a4d1bd |
completed | Feb. 28, 2026, 2:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2a3d5c7bc8190ba8b36db41a1a57f |
completed | Feb. 28, 2026, 8:14 a.m. |
| NEDg | Description generation | batch_69a2a4f0e7c081908966789fd07e59a2 |
completed | Feb. 28, 2026, 8:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2a58757d081908c7c5469c485f1cc |
completed | Feb. 28, 2026, 8:21 a.m. |
Created at: Feb. 28, 2026, 2:30 a.m.