Triple
T20860113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal ministries of Malaysia |
E513592
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Ministry of Higher Education (Malaysia) |
—
|
NE NERFINISHED |
How this triple was built (2 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: Ministry of Higher Education (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Higher Education (Malaysia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Higher Education (Malaysia) Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Higher Education (Malaysia)]
-
A.
Ministry of Higher Education Malaysia
chosen
The Ministry of Higher Education Malaysia is a federal government ministry responsible for formulating policies, regulating institutions, and overseeing the development and quality of higher education in Malaysia.
-
B.
Ministry of Education Malaysia
The Ministry of Education Malaysia is the federal government body responsible for formulating and overseeing national education policies, administration, and standards across Malaysian schools and educational institutions.
-
C.
National University of Malaysia
The National University of Malaysia is a leading Malaysian public research university known for its strong emphasis on national identity, Malay language scholarship, and comprehensive academic programs across diverse disciplines.
-
D.
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.
-
E.
Institute of Graduate Studies, University of Malaya
The Institute of Graduate Studies at the University of Malaya is the central administrative and academic body responsible for coordinating, supporting, and enhancing postgraduate education and research across the university.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4f5b01081909452f654d2fc3f50 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c3aba3d0819093431f38f0095a71 |
completed | April 21, 2026, 12:24 a.m. |
Created at: April 16, 2026, 12:44 p.m.