Triple

T7197159
Position Surface form Disambiguated ID Type / Status
Subject Foster School of Business E168644 entity
Predicate offersProgram P178 FINISHED
Object Technology Management MBA
Technology Management MBA is an executive-format MBA program focused on leadership, innovation, and business strategy for technology-driven professionals.
 E648206 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: Technology Management MBA | Statement: [Foster School of Business, offersProgram, Technology Management MBA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Technology Management MBA
Context triple: [Foster School of Business, offersProgram, Technology Management MBA]
  • A. IT Business Management
    IT Business Management is a ServiceNow solution that helps organizations plan, prioritize, and manage IT investments and projects to align technology efforts with business goals.
  • B. MSc in Management
    The MSc in Management is a graduate-level business degree focused on developing advanced analytical, research, and managerial skills for careers in academia, consulting, and organizational leadership.
  • C. MS in Management Studies
    The MS in Management Studies is a specialized graduate business degree designed to provide advanced management and leadership training, often for students with a strong quantitative or technical background seeking to broaden their business expertise.
  • D. MS in Information Systems
    The MS in Information Systems is a graduate program focused on integrating business strategy with information technology, preparing students to design, manage, and optimize data-driven systems and digital solutions in organizations.
  • E. Centre for Technology Management
    The Centre for Technology Management is a research and education group at the University of Cambridge focused on how organizations strategically manage innovation, technology, and product development.
  • 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: Technology Management MBA
Triple: [Foster School of Business, offersProgram, Technology Management MBA]
Generated description
Technology Management MBA is an executive-format MBA program focused on leadership, innovation, and business strategy for technology-driven professionals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Technology Management MBA
Target entity description: Technology Management MBA is an executive-format MBA program focused on leadership, innovation, and business strategy for technology-driven professionals.
  • A. IT Business Management
    IT Business Management is a ServiceNow solution that helps organizations plan, prioritize, and manage IT investments and projects to align technology efforts with business goals.
  • B. MSc in Management
    The MSc in Management is a graduate-level business degree focused on developing advanced analytical, research, and managerial skills for careers in academia, consulting, and organizational leadership.
  • C. MS in Management Studies
    The MS in Management Studies is a specialized graduate business degree designed to provide advanced management and leadership training, often for students with a strong quantitative or technical background seeking to broaden their business expertise.
  • D. MS in Information Systems
    The MS in Information Systems is a graduate program focused on integrating business strategy with information technology, preparing students to design, manage, and optimize data-driven systems and digital solutions in organizations.
  • E. Centre for Technology Management
    The Centre for Technology Management is a research and education group at the University of Cambridge focused on how organizations strategically manage innovation, technology, and product development.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e928ecdc8190a7f3feaf6d28781b completed March 27, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfa6be648190950f682eaaeb1a18 completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c01e84388190858d34a6a047bf63 completed March 28, 2026, 11:48 a.m.
NED2 Entity disambiguation (via description) batch_69c7c0a9eb0c819080cda73d67e84fe9 completed March 28, 2026, 11:51 a.m.
Created at: March 27, 2026, 2:51 p.m.