Triple

T717830
Position Surface form Disambiguated ID Type / Status
Subject Department of Public Health and Primary Care, University of Cambridge E14347 entity
Predicate affiliation P10 FINISHED
Object Cambridge Public Health
Cambridge Public Health is a research and policy-focused public health initiative at the University of Cambridge that brings together experts across disciplines to improve population health and reduce health inequalities.
E14347 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: Cambridge Public Health | Statement: [Department of Public Health and Primary Care, University of Cambridge, affiliation, Cambridge Public Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cambridge Public Health
Context triple: [Department of Public Health and Primary Care, University of Cambridge, affiliation, Cambridge Public Health]
  • A. Cambridge Centre for Health Leadership and Enterprise
    Cambridge Centre for Health Leadership and Enterprise is a research and education centre at Cambridge Judge Business School focused on improving leadership, innovation, and management in health and healthcare organizations.
  • B. Department of Public Health and Primary Care, University of Cambridge
    The Department of Public Health and Primary Care at the University of Cambridge is a leading academic center focused on research and teaching in population health, epidemiology, and primary care practice.
  • C. Cambridge Service Alliance
    Cambridge Service Alliance is a University of Cambridge research and practice partnership focused on advancing service innovation, design, and management across industries.
  • D. Cambridge University Health Partners offices
    Cambridge University Health Partners offices are administrative and coordination facilities for the academic health science centre that links leading hospitals, research institutes, and the University of Cambridge to advance healthcare innovation and delivery.
  • E. Harvard T.H. Chan School of Public Health
    Harvard T.H. Chan School of Public Health is a leading graduate institution dedicated to advancing public health through research, education, and policy, and is part of Harvard University.
  • 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: Cambridge Public Health
Triple: [Department of Public Health and Primary Care, University of Cambridge, affiliation, Cambridge Public Health]
Generated description
Cambridge Public Health is a research and policy-focused public health initiative at the University of Cambridge that brings together experts across disciplines to improve population health and reduce health inequalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cambridge Public Health
Target entity description: Cambridge Public Health is a research and policy-focused public health initiative at the University of Cambridge that brings together experts across disciplines to improve population health and reduce health inequalities.
  • A. Cambridge Centre for Health Leadership and Enterprise
    Cambridge Centre for Health Leadership and Enterprise is a research and education centre at Cambridge Judge Business School focused on improving leadership, innovation, and management in health and healthcare organizations.
  • B. Department of Public Health and Primary Care, University of Cambridge chosen
    The Department of Public Health and Primary Care at the University of Cambridge is a leading academic center focused on research and teaching in population health, epidemiology, and primary care practice.
  • C. Cambridge Service Alliance
    Cambridge Service Alliance is a University of Cambridge research and practice partnership focused on advancing service innovation, design, and management across industries.
  • D. Cambridge University Health Partners offices
    Cambridge University Health Partners offices are administrative and coordination facilities for the academic health science centre that links leading hospitals, research institutes, and the University of Cambridge to advance healthcare innovation and delivery.
  • E. Harvard T.H. Chan School of Public Health
    Harvard T.H. Chan School of Public Health is a leading graduate institution dedicated to advancing public health through research, education, and policy, and is part of Harvard University.
  • F. None of above.

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_69a4934a36e081909e7abef98b898a4e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a577658881909c12951d63d96377 completed March 1, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dcb77bc481909d79542001fafbd2 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5de57bbec81908a5d1202299194f4 completed March 2, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69a60952c6388190a23a178d695eec6e completed March 2, 2026, 10:04 p.m.
Created at: March 1, 2026, 7:37 p.m.