Triple

T16573398
Position Surface form Disambiguated ID Type / Status
Subject Department of Economics and Related Studies, University of York E402647 entity
Predicate offersProgram P178 FINISHED
Object MSc Health Economics
MSc Health Economics is a postgraduate degree program focused on applying economic principles and quantitative methods to analyze healthcare systems, health policy, and resource allocation in the health sector.
 E1221124 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: MSc Health Economics | Statement: [Department of Economics and Related Studies, University of York, offersProgram, MSc Health Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MSc Health Economics
Context triple: [Department of Economics and Related Studies, University of York, offersProgram, MSc Health Economics]
  • A. Centre for Health Economics
    The Centre for Health Economics is a research unit specializing in the economic analysis of health and healthcare systems within the Norwegian Institute of Public Health.
  • B. 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.
  • C. 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.
  • 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. Master of Public Health
    The Master of Public Health is a graduate-level professional degree focused on developing expertise in public health practice, research, and policy to improve population health outcomes.
  • 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: MSc Health Economics
Triple: [Department of Economics and Related Studies, University of York, offersProgram, MSc Health Economics]
Generated description
MSc Health Economics is a postgraduate degree program focused on applying economic principles and quantitative methods to analyze healthcare systems, health policy, and resource allocation in the health sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MSc Health Economics
Target entity description: MSc Health Economics is a postgraduate degree program focused on applying economic principles and quantitative methods to analyze healthcare systems, health policy, and resource allocation in the health sector.
  • A. Centre for Health Economics
    The Centre for Health Economics is a research unit specializing in the economic analysis of health and healthcare systems within the Norwegian Institute of Public Health.
  • B. 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.
  • C. 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.
  • 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. Master of Public Health
    The Master of Public Health is a graduate-level professional degree focused on developing expertise in public health practice, research, and policy to improve population health outcomes.
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3595ab9dc81909b774f6d9c17d6dd completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006eea409c8190808170a0b3f4bd17 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f7ca0dc8190a75d84d9ffbf83e0 completed May 10, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a00705453c081909e8401024e92b5aa completed May 10, 2026, 11:47 a.m.
Created at: April 10, 2026, 5:16 a.m.