Triple
T8554933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nilai |
E202540
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
INTI International University
INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic programs.
|
E742016
|
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: INTI International University | Statement: [Nilai, hasEducationalInstitution, INTI International University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: INTI International University Context triple: [Nilai, hasEducationalInstitution, INTI International University]
-
A.
Quest International University Perak
Quest International University Perak is a private Malaysian university offering a range of undergraduate and postgraduate programs with a focus on industry-relevant education and research.
-
B.
KIS University
KIS University is a common abbreviation for Kim Il-sung University, the leading and most prestigious higher education institution in North Korea.
-
C.
Monash University Malaysia
Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
-
D.
Sunway University (Malaysia)
Sunway University is a leading private Malaysian university in Subang Jaya known for its strong industry links, international partnerships, and emphasis on research and quality teaching.
-
E.
University of Nottingham Malaysia Campus
The University of Nottingham Malaysia Campus is the Malaysian branch of the UK-based University of Nottingham, offering British-style higher education and research programs in Southeast Asia.
- 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: INTI International University Triple: [Nilai, hasEducationalInstitution, INTI International University]
Generated description
INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: INTI International University Target entity description: INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic programs.
-
A.
Quest International University Perak
Quest International University Perak is a private Malaysian university offering a range of undergraduate and postgraduate programs with a focus on industry-relevant education and research.
-
B.
KIS University
KIS University is a common abbreviation for Kim Il-sung University, the leading and most prestigious higher education institution in North Korea.
-
C.
Monash University Malaysia
Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
-
D.
Sunway University (Malaysia)
Sunway University is a leading private Malaysian university in Subang Jaya known for its strong industry links, international partnerships, and emphasis on research and quality teaching.
-
E.
University of Nottingham Malaysia Campus
The University of Nottingham Malaysia Campus is the Malaysian branch of the UK-based University of Nottingham, offering British-style higher education and research programs in Southeast Asia.
- 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_69ca832610e08190b3b6c6cd2c250255 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe88a936c8190a0234bf7da2ff55a |
completed | March 31, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6dd67d288190a147562a99ecde56 |
completed | April 2, 2026, 1:23 p.m. |
| NEDg | Description generation | batch_69ce6ee1bae4819099ef302138599b34 |
completed | April 2, 2026, 1:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6fb93fd88190bc53a925473f9b71 |
completed | April 2, 2026, 1:31 p.m. |
Created at: March 30, 2026, 6:19 p.m.