Triple

T5611049
Position Surface form Disambiguated ID Type / Status
Subject Fielding School of Public Health E147356 entity
Predicate offersDegree P49 FINISHED
Object 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.
 E538744 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 Public Health | Statement: [Fielding School of Public Health, offersDegree, Master of Public Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Master of Public Health
Context triple: [Fielding School of Public Health, offersDegree, Master of Public Health]
  • A. Doctor of Public Health
    The Doctor of Public Health (DrPH) is an advanced professional doctoral degree focused on developing leadership, policy, and practice expertise to address complex public health challenges.
  • B. MPH
    MPH is the ICAO airline designator assigned to Martinair, a Dutch cargo and former passenger airline based in the Netherlands.
  • C. Master of Public Administration
    The Master of Public Administration is a graduate professional degree focused on developing leadership, management, and policy analysis skills for careers in public service and government.
  • D. Master of Public Policy
    The Master of Public Policy is a graduate professional degree that trains students in policy analysis, economics, statistics, and management to prepare them for leadership roles in government, nonprofits, and related sectors.
  • E. School of Public Health
    The University of Michigan School of Public Health is a leading institution dedicated to research, education, and practice in public health disciplines such as epidemiology, health management, and environmental health.
  • 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 Public Health
Triple: [Fielding School of Public Health, offersDegree, Master of Public Health]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Master of Public Health
Target entity description: 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.
  • A. Doctor of Public Health
    The Doctor of Public Health (DrPH) is an advanced professional doctoral degree focused on developing leadership, policy, and practice expertise to address complex public health challenges.
  • B. MPH
    MPH is the ICAO airline designator assigned to Martinair, a Dutch cargo and former passenger airline based in the Netherlands.
  • C. Master of Public Administration
    The Master of Public Administration is a graduate professional degree focused on developing leadership, management, and policy analysis skills for careers in public service and government.
  • D. Master of Public Policy
    The Master of Public Policy is a graduate professional degree that trains students in policy analysis, economics, statistics, and management to prepare them for leadership roles in government, nonprofits, and related sectors.
  • E. School of Public Health
    The University of Michigan School of Public Health is a leading institution dedicated to research, education, and practice in public health disciplines such as epidemiology, health management, and environmental health.
  • 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_69c0090500f881908374285baf0ac46f completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0211fad448190b068b77ed25931d5 completed March 22, 2026, 5:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d4d7f4c8190a58124f983589cd2 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c056a981f881908663c315fe2db829 completed March 22, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69c0573ca734819098de3376ff93c309 completed March 22, 2026, 8:55 p.m.
Created at: March 22, 2026, 3:39 p.m.