Triple
T8682392
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faculty of Economics, University of Cambridge |
E206067
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
MPhil in Economic Development
The MPhil in Economic Development is a postgraduate degree at the University of Cambridge focused on the economic analysis of development processes, policies, and challenges in low- and middle-income countries.
|
E752398
|
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 in Economic Development | Statement: [Faculty of Economics, University of Cambridge, offersProgram, MPhil in Economic Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MPhil in Economic Development Context triple: [Faculty of Economics, University of Cambridge, offersProgram, MPhil in Economic Development]
-
A.
MPhil in Economic Research
The MPhil in Economic Research is a rigorous, research-focused master's program at the University of Cambridge designed to provide advanced training in economic theory, econometrics, and quantitative methods as preparation for doctoral study or high-level economic analysis.
-
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.
MPhil in Finance
The MPhil in Finance is a postgraduate research-oriented master’s program at the University of Cambridge designed to provide rigorous training in financial economics and quantitative finance, often serving as preparation for PhD study or high-level finance careers.
-
D.
Master of Economics
The Master of Economics is a postgraduate degree focused on advanced economic theory, quantitative methods, and applied economic analysis, preparing graduates for professional or research careers in economics and related fields.
-
E.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
- 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 in Economic Development Triple: [Faculty of Economics, University of Cambridge, offersProgram, MPhil in Economic Development]
Generated description
The MPhil in Economic Development is a postgraduate degree at the University of Cambridge focused on the economic analysis of development processes, policies, and challenges in low- and middle-income countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MPhil in Economic Development Target entity description: The MPhil in Economic Development is a postgraduate degree at the University of Cambridge focused on the economic analysis of development processes, policies, and challenges in low- and middle-income countries.
-
A.
MPhil in Economic Research
The MPhil in Economic Research is a rigorous, research-focused master's program at the University of Cambridge designed to provide advanced training in economic theory, econometrics, and quantitative methods as preparation for doctoral study or high-level economic analysis.
-
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.
MPhil in Finance
The MPhil in Finance is a postgraduate research-oriented master’s program at the University of Cambridge designed to provide rigorous training in financial economics and quantitative finance, often serving as preparation for PhD study or high-level finance careers.
-
D.
Master of Economics
The Master of Economics is a postgraduate degree focused on advanced economic theory, quantitative methods, and applied economic analysis, preparing graduates for professional or research careers in economics and related fields.
-
E.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
- 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_69ca835379688190aa06b9d98e684d58 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc4ae82e508190b0243328e98fcb1d |
completed | March 31, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf287f05748190b41c606eaae5d0b7 |
completed | April 3, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_69cf2bcff84881908a7985fdf8189583 |
completed | April 3, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2ca1ddac8190a36367e6bba8e3c8 |
completed | April 3, 2026, 2:57 a.m. |
Created at: March 30, 2026, 6:32 p.m.