Triple

T7602968
Position Surface form Disambiguated ID Type / Status
Subject Chiang Mai University E180029 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Education
The Faculty of Education at Chiang Mai University is an academic unit specializing in teacher education, educational research, and professional development for educators in northern Thailand.
 E675933 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 | Statement: [Chiang Mai University, hasFaculty, Faculty of Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Faculty of Education
Context triple: [Chiang Mai University, hasFaculty, Faculty of Education]
  • A. Faculty of Education
    The Faculty of Education is an academic division of Pontifical Xavierian University dedicated to training teachers, educational researchers, and professionals in the field of education.
  • B. Faculty of Education
    The Faculty of Education is an academic division of Gomal University dedicated to training teachers and advancing research in educational theory and practice.
  • C. Faculty of Education
    The Faculty of Education at the University of Hong Kong is a leading academic unit specializing in teacher education, educational research, and professional training in the field of education.
  • D. Faculty of Education
    The Faculty of Education is an academic division of Rashtrasant Tukadoji Maharaj Nagpur University dedicated to teacher education, educational research, and the study of pedagogy and learning.
  • E. Faculty of Education
    The Faculty of Education at Trakya University is an academic unit dedicated to training future teachers and conducting research in educational sciences.
  • 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
Triple: [Chiang Mai University, hasFaculty, Faculty of Education]
Generated description
The Faculty of Education at Chiang Mai University is an academic unit specializing in teacher education, educational research, and professional development for educators in northern Thailand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Faculty of Education
Target entity description: The Faculty of Education at Chiang Mai University is an academic unit specializing in teacher education, educational research, and professional development for educators in northern Thailand.
  • A. Faculty of Education
    The Faculty of Education is an academic division of Chulalongkorn University specializing in teacher education, educational research, and the development of education professionals in Thailand.
  • B. Faculty of Education
    The Faculty of Education at Central China Normal University is an academic unit specializing in teacher education, educational research, and training of education professionals.
  • C. Faculty of Education
    The Faculty of Education is an academic division of the University of Costa Rica dedicated to training teachers and advancing research and practice in the field of education.
  • D. Faculty of Education
    The Faculty of Education at Yogyakarta State University is an academic unit specializing in teacher education, educational research, and the development of professional educators and education experts.
  • E. Faculty of Education
    The Faculty of Education at the University of Concepción is an academic unit dedicated to training teachers and education professionals, conducting research, and promoting innovation in the field of education.
  • 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_69c69f3567008190ab01d2ca7b53584a completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9fa633081909660f653f5b073cd completed March 27, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8684a98fc8190b3d0568f13ccd123 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c8691bf25881909585bb04404f90da completed March 28, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69c8698f70a081909633b3b6d7fd45e1 completed March 28, 2026, 11:51 p.m.
Created at: March 27, 2026, 3:54 p.m.