Triple
T7571316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lahore University of Management Sciences |
E179245
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
MPhil Education Leadership and Management
MPhil Education Leadership and Management is a postgraduate program focused on developing advanced expertise in educational leadership, policy, and institutional management for current and aspiring education professionals.
|
E673693
|
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: MPhil Education Leadership and Management | Statement: [Lahore University of Management Sciences, hasProgram, MPhil Education Leadership and Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MPhil Education Leadership and Management Context triple: [Lahore University of Management Sciences, hasProgram, MPhil Education Leadership and Management]
-
A.
School of Leadership Studies
The School of Leadership Studies is an academic division of Gonzaga University focused on developing leadership theory and practice through interdisciplinary education and research.
-
B.
MPhil in Management
The MPhil in Management is a postgraduate degree at the University of Cambridge designed for recent graduates seeking a rigorous foundation in business and management theory to prepare for careers in industry or further academic study.
-
C.
Master of Education
The Master of Education is a graduate-level degree focused on advanced studies in education theory, research, and professional practice for educators and related professionals.
-
D.
School of Leadership and Education Sciences
The School of Leadership and Education Sciences is a graduate and professional school at the University of San Diego specializing in education, leadership, counseling, and related social sciences.
-
E.
Leadership and Management School
Leadership and Management School is a division of the U.S. Department of State’s Foreign Service Institute that provides training in leadership, supervision, and management for foreign affairs professionals.
- 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: MPhil Education Leadership and Management Triple: [Lahore University of Management Sciences, hasProgram, MPhil Education Leadership and Management]
Generated description
MPhil Education Leadership and Management is a postgraduate program focused on developing advanced expertise in educational leadership, policy, and institutional management for current and aspiring education professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MPhil Education Leadership and Management Target entity description: MPhil Education Leadership and Management is a postgraduate program focused on developing advanced expertise in educational leadership, policy, and institutional management for current and aspiring education professionals.
-
A.
School of Leadership Studies
The School of Leadership Studies is an academic division of Gonzaga University focused on developing leadership theory and practice through interdisciplinary education and research.
-
B.
MPhil in Management
The MPhil in Management is a postgraduate degree at the University of Cambridge designed for recent graduates seeking a rigorous foundation in business and management theory to prepare for careers in industry or further academic study.
-
C.
Master of Education
The Master of Education is a graduate-level degree focused on advanced studies in education theory, research, and professional practice for educators and related professionals.
-
D.
School of Leadership and Education Sciences
The School of Leadership and Education Sciences is a graduate and professional school at the University of San Diego specializing in education, leadership, counseling, and related social sciences.
-
E.
Leadership and Management School
Leadership and Management School is a division of the U.S. Department of State’s Foreign Service Institute that provides training in leadership, supervision, and management for foreign affairs professionals.
- 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_69c69f316e50819081a271c85c06f918 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f921b458819092e565a4d099bbaf |
completed | March 27, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856e7c5b48190b6f53f8d14ea753d |
completed | March 28, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69c858aea4fc81908be95d0d4e3f1072 |
completed | March 28, 2026, 10:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c85919f85081908558f8e8d4b9d057 |
completed | March 28, 2026, 10:41 p.m. |
Created at: March 27, 2026, 3:51 p.m.