Triple

T12291202
Position Surface form Disambiguated ID Type / Status
Subject University of Hertfordshire E292964 entity
Predicate hasFaculty P141 FINISHED
Object School of Education
The School of Education is an academic faculty of the University of Hertfordshire that focuses on teacher training, educational research, and professional development in education.
E978451 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 Education | Statement: [University of Hertfordshire, hasFaculty, School of Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Education
Context triple: [University of Hertfordshire, hasFaculty, School of Education]
  • A. School of Education
    The School of Education at the University of Portland is an academic unit that prepares future teachers and education professionals through undergraduate and graduate programs focused on effective, ethical, and community-engaged practice.
  • B. School of Education
    The School of Education at the University of St. Thomas is an academic unit dedicated to preparing future educators and advancing research and practice in teaching and learning.
  • C. School of Education
    The School of Education at the State University of New York at Albany is an academic division focused on preparing educators, researchers, and leaders in the field of education through undergraduate, graduate, and professional programs.
  • D. School of Education
    The School of Education at Indiana University is an academic unit dedicated to preparing educators and advancing research in teaching, learning, and educational policy.
  • E. School of Education
    The School of Education is an academic division of Shaw University dedicated to preparing students for careers in teaching, educational leadership, and related fields.
  • 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 Education
Triple: [University of Hertfordshire, hasFaculty, School of Education]
Generated description
The School of Education is an academic faculty of the University of Hertfordshire that focuses on teacher training, educational research, and professional development in education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Education
Target entity description: The School of Education is an academic faculty of the University of Hertfordshire that focuses on teacher training, educational research, and professional development in education.
  • A. School of Education
    The School of Education is a faculty within Liverpool Hope University that focuses on teacher training, educational research, and professional development in the field of education.
  • B. School of Education
    The School of Education is a faculty within University College Dublin that focuses on research, teaching, and professional training in the field of education and teacher preparation.
  • C. School of Education
    The School of Education is a faculty within Edith Cowan University that focuses on teacher education, educational research, and professional development for educators.
  • D. School of Education
    The School of Education at Hofstra University is an academic division dedicated to preparing educators and education professionals through undergraduate, graduate, and advanced certification programs.
  • E. School of Education
    The School of Education is an academic faculty at North-Eastern Hill University that focuses on teacher education, educational research, and the study of pedagogy and learning.
  • 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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91d22ba488190914342fa7e69e159 completed April 10, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a995c508190b7ef77e400d03f87 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c54e6b08190bdae0ec35cc1c48d completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d13237881908b7c2dca173e20cf completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:52 p.m.