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.