Triple

T4480878
Position Surface form Disambiguated ID Type / Status
Subject UC Berkeley campus E100128 entity
Predicate hasAcademicUnit P1488 FINISHED
Object School of Public Health
The School of Public Health at UC Berkeley is a leading academic institution dedicated to research, education, and practice in public health and population well-being.
 E1541 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: School of Public Health | Statement: [UC Berkeley campus, hasAcademicUnit, School of Public Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Public Health
Context triple: [UC Berkeley campus, hasAcademicUnit, School of Public Health]
  • A. 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.
  • B. School of Public Health
    The School of Public Health at West Virginia University is an academic unit dedicated to education, research, and community engagement in public health disciplines.
  • C. School of Public Health
    The School of Public Health at the University of Minnesota is an academic institution dedicated to education, research, and community engagement in public health and population health sciences.
  • D. School of Public Health
    The School of Public Health is a specialized faculty of the Université de Montréal dedicated to education and research in population health, epidemiology, health policy, and related public health disciplines.
  • E. School of Public Health
    The School of Public Health at Georgia State University is an academic unit focused on education and research in public health disciplines such as epidemiology, health policy, and community 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: School of Public Health
Triple: [UC Berkeley campus, hasAcademicUnit, School of Public Health]
Generated description
The School of Public Health at UC Berkeley is a leading academic institution dedicated to research, education, and practice in public health and population well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Public Health
Target entity description: The School of Public Health at UC Berkeley is a leading academic institution dedicated to research, education, and practice in public health and population well-being.
  • A. School of Public Health chosen
    The School of Public Health at the University of California, Berkeley is a leading institution dedicated to research, education, and practice in public health disciplines such as epidemiology, environmental health, health policy, and global health.
  • B. School of Public Health
    The School of Public Health at Boston University is a graduate-level institution focused on research, education, and practice in public health disciplines such as epidemiology, biostatistics, health policy, and global health.
  • C. 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.
  • D. School of Public Health
    The School of Public Health at the University of Illinois at Chicago is an academic institution dedicated to education, research, and community engagement in public health disciplines.
  • E. School of Public Health
    The School of Public Health at the University of Minnesota is an academic institution dedicated to education, research, and community engagement in public health and population health sciences.
  • 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_69b34553cbe48190afa8ac1cac285b86 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356dddd488190bd5dedd3c0e77247 completed March 13, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6377c694881909428b5cffb405c8d completed March 15, 2026, 4:37 a.m.
NEDg Description generation batch_69b6384b32c08190969a892ccc135b2f completed March 15, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b63c3585b08190ab6837ffdb6db73e completed March 15, 2026, 4:57 a.m.
Created at: March 12, 2026, 11:36 p.m.