Triple
T2449799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chulalongkorn University |
E53675
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
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.
|
E319595
|
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: [Chulalongkorn University, hasFaculty, Faculty of Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Education Context triple: [Chulalongkorn University, hasFaculty, Faculty of Education]
-
A.
Faculty of Education
The Faculty of Education at Queen's University at Kingston is an academic division specializing in teacher education, educational research, and professional development for educators.
-
B.
Faculty of Education
The Faculty of Education is an academic division of Østfold University College that focuses on teacher training, pedagogy, and educational research.
-
C.
Faculty of Education
The Faculty of Education at the University of Leipzig is an academic division specializing in teacher training, educational research, and pedagogy.
-
D.
Faculty of Education
The Faculty of Education at the University of Manitoba is an academic unit dedicated to preparing teachers and conducting research in education and related fields.
-
E.
Faculty of Education
The Faculty of Education at the University of Gothenburg is an academic division specializing in teacher education, educational research, and the study of learning 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 Triple: [Chulalongkorn University, hasFaculty, Faculty of Education]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Education Target entity description: 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.
-
A.
Faculty of Education
The Faculty of Education at the University of Victoria is an academic division specializing in teacher education, educational research, and professional development for educators.
-
B.
Faculty of Education
The Faculty of Education at the University of Gothenburg is an academic division specializing in teacher education, educational research, and the study of learning and pedagogy.
-
C.
Faculty of Education
The Faculty of Education at the University of Delhi is an academic division specializing in teacher education, educational research, and the study of pedagogy and educational policy.
-
D.
Faculty of Education
The Faculty of Education is an academic division of the Pontifical Catholic University of Peru dedicated to training teachers, educational researchers, and professionals in the field of education.
-
E.
Faculty of Education
The Faculty of Education at the University of Canberra is an academic division that specializes in teacher education, educational research, and professional development for educators.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0f2b8488190b1f6a86f0a9f83aa |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12ded5f9c8190a0de21b631d970b0 |
completed | March 11, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69b1316ee0708190bd27bb78f7f298d3 |
completed | March 11, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1d6729f848190a275638f074c1729 |
completed | March 11, 2026, 8:54 p.m. |
Created at: March 6, 2026, 9:43 p.m.