Triple

T676740
Position Surface form Disambiguated ID Type / Status
Subject Goldman School of Public Policy E13093 entity
Predicate offersDegree P49 FINISHED
Object Master of Development Practice
The Master of Development Practice is a graduate professional degree focused on training practitioners to design, manage, and evaluate sustainable development initiatives in low- and middle-income contexts.
E83377 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: Master of Development Practice | Statement: [Goldman School of Public Policy, offersDegree, Master of Development Practice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Development Practice
Context triple: [Goldman School of Public Policy, offersDegree, Master of Development Practice]
  • A. Global Development Program
    The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
  • B. Master of Information and Data Science
    The Master of Information and Data Science is a professional graduate degree program focused on advanced data science methods, analytics, and their real-world applications in industry and research.
  • C. 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.
  • D. Certified Software Development Professional
    Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
  • E. Master of Business Analytics
    The Master of Business Analytics is a specialized graduate degree focused on applying advanced data science, statistical modeling, and quantitative methods to solve complex business problems and support data-driven decision-making.
  • 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: Master of Development Practice
Triple: [Goldman School of Public Policy, offersDegree, Master of Development Practice]
Generated description
The Master of Development Practice is a graduate professional degree focused on training practitioners to design, manage, and evaluate sustainable development initiatives in low- and middle-income contexts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Development Practice
Target entity description: The Master of Development Practice is a graduate professional degree focused on training practitioners to design, manage, and evaluate sustainable development initiatives in low- and middle-income contexts.
  • A. Global Development Program
    The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
  • B. Master of Information and Data Science
    The Master of Information and Data Science is a professional graduate degree program focused on advanced data science methods, analytics, and their real-world applications in industry and research.
  • C. 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.
  • D. Certified Software Development Professional
    Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
  • E. Master of Business Analytics
    The Master of Business Analytics is a specialized graduate degree focused on applying advanced data science, statistical modeling, and quantitative methods to solve complex business problems and support data-driven decision-making.
  • 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_69a4933d3bf88190972041cd8cf143b9 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a04b2ae881908a5c23453bef8572 completed March 1, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c3a1b6588190b0c9215afb3a9200 completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c7ff50088190827743f3f42622ce completed March 2, 2026, 5:25 p.m.
NED2 Entity disambiguation (via description) batch_69a5cd1dd7848190a987276500040a4f completed March 2, 2026, 5:47 p.m.
Created at: March 1, 2026, 7:36 p.m.