Triple

T10523005
Position Surface form Disambiguated ID Type / Status
Subject University of Malaya E248221 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Education, University of Malaya
The Faculty of Education, University of Malaya is a leading Malaysian academic unit specializing in teacher education, educational research, and professional development within the country’s oldest university.
 E869256 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: Faculty of Education, University of Malaya | Statement: [University of Malaya, hasFaculty, Faculty of Education, University of Malaya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Faculty of Education, University of Malaya
Context triple: [University of Malaya, hasFaculty, Faculty of Education, University of Malaya]
  • A. Faculty of Educational Sciences
    The Faculty of Educational Sciences is a division of Ankara University dedicated to research and higher education in teaching, learning, and teacher training.
  • B. Faculty of Educational Sciences
    The Faculty of Educational Sciences is the University of Oslo’s division dedicated to research and higher education in pedagogy, teacher education, and the study of learning and education systems.
  • C. Faculty of Educational Sciences
    The Faculty of Educational Sciences is a division of Uppsala University dedicated to research and higher education in pedagogy, teacher education, and learning sciences.
  • D. Faculty of Educational Sciences
    The Faculty of Educational Sciences at the University of Jordan is an academic unit specializing in teacher education, educational research, and the preparation of professionals in the field of education.
  • E. Faculty of Educational Sciences
    The Faculty of Educational Sciences is an academic division of the University of Las Palmas de Gran Canaria dedicated to training teachers and conducting research in education and pedagogy.
  • 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: Faculty of Education, University of Malaya
Triple: [University of Malaya, hasFaculty, Faculty of Education, University of Malaya]
Generated description
The Faculty of Education, University of Malaya is a leading Malaysian academic unit specializing in teacher education, educational research, and professional development within the country’s oldest university.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Faculty of Education, University of Malaya
Target entity description: The Faculty of Education, University of Malaya is a leading Malaysian academic unit specializing in teacher education, educational research, and professional development within the country’s oldest university.
  • A. Faculty of Educational Sciences
    The Faculty of Educational Sciences is a division of Ankara University dedicated to research and higher education in teaching, learning, and teacher training.
  • B. Faculty of Educational Sciences
    The Faculty of Educational Sciences is the University of Oslo’s division dedicated to research and higher education in pedagogy, teacher education, and the study of learning and education systems.
  • C. Faculty of Educational Sciences
    The Faculty of Educational Sciences is a division of Uppsala University dedicated to research and higher education in pedagogy, teacher education, and learning sciences.
  • D. Faculty of Educational Sciences
    The Faculty of Educational Sciences at the University of Jordan is an academic unit specializing in teacher education, educational research, and the preparation of professionals in the field of education.
  • E. Faculty of Educational Sciences
    The Faculty of Educational Sciences is an academic division of the University of Las Palmas de Gran Canaria dedicated to training teachers and conducting research in education and pedagogy.
  • 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_69d381c5c7448190bec34bee7ec72bac completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509e155b08190996325bf484ec55d completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90e1c73208190aa3d3e30aa4482ac completed April 10, 2026, 2:50 p.m.
NEDg Description generation batch_69d9107e8b94819086ebba1675a0db54 completed April 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69d911a16b1481909197b00c30de48c4 completed April 10, 2026, 3:05 p.m.
Created at: April 6, 2026, 12:29 p.m.