Triple
T128985
| 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 Teaching (MAT) |
E14679
|
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: Master of Arts in Teaching (MAT) | Statement: [Graduate School of Education, University of California, Berkeley, offersDegree, Master of Arts in Teaching (MAT)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Master of Arts in Teaching (MAT) Context triple: [Graduate School of Education, University of California, Berkeley, offersDegree, Master of Arts in Teaching (MAT)]
-
A.
Master of Arts in Education (MA)
chosen
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.
-
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.
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.
-
E.
MicroMasters programs
MicroMasters programs are graduate-level, career-focused online credential programs typically offered by universities through MOOC platforms, designed to provide advanced knowledge and a pathway to further academic or professional advancement.
- 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_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_69a2aa453a8c81908d6d4d14aff8522e |
completed | Feb. 28, 2026, 8:41 a.m. |
Created at: Feb. 28, 2026, 2:30 a.m.