Triple
T12641759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tawau |
E301912
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Sabah Vocational College Tawau
Sabah Vocational College Tawau is a vocational education institution in Tawau, Sabah, Malaysia, offering technical and skills-based training programs to prepare students for various trades and careers.
|
E996321
|
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: Sabah Vocational College Tawau | Statement: [Tawau, hasEducationalInstitution, Sabah Vocational College Tawau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sabah Vocational College Tawau Context triple: [Tawau, hasEducationalInstitution, Sabah Vocational College Tawau]
-
A.
Keningau Vocational College
Keningau Vocational College is a technical and vocational education institution located in Keningau, Sabah, Malaysia, offering skills-based programs to prepare students for various trades and industries.
-
B.
Universiti Malaysia Sabah Labuan International Campus
Universiti Malaysia Sabah Labuan International Campus is a branch campus of Universiti Malaysia Sabah located on Labuan Island, focusing on programs such as international business, finance, and information technology.
-
C.
Bintulu campus
Bintulu campus is a branch campus of Universiti Putra Malaysia located in Bintulu, Sarawak, focusing primarily on agriculture and forestry-related programs.
-
D.
Universiti Malaysia Sabah
Universiti Malaysia Sabah is a public university in the Malaysian state of Sabah known for its scenic coastal campus and focus on environmental, marine, and Bornean studies.
-
E.
SEGi College Subang Jaya
SEGi College Subang Jaya is a private higher education institution in Subang Jaya, Malaysia, offering a range of diploma and degree programs in collaboration with local and international universities.
- 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: Sabah Vocational College Tawau Triple: [Tawau, hasEducationalInstitution, Sabah Vocational College Tawau]
Generated description
Sabah Vocational College Tawau is a vocational education institution in Tawau, Sabah, Malaysia, offering technical and skills-based training programs to prepare students for various trades and careers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sabah Vocational College Tawau Target entity description: Sabah Vocational College Tawau is a vocational education institution in Tawau, Sabah, Malaysia, offering technical and skills-based training programs to prepare students for various trades and careers.
-
A.
Keningau Vocational College
Keningau Vocational College is a technical and vocational education institution located in Keningau, Sabah, Malaysia, offering skills-based programs to prepare students for various trades and industries.
-
B.
Universiti Malaysia Sabah Labuan International Campus
Universiti Malaysia Sabah Labuan International Campus is a branch campus of Universiti Malaysia Sabah located on Labuan Island, focusing on programs such as international business, finance, and information technology.
-
C.
Bintulu campus
Bintulu campus is a branch campus of Universiti Putra Malaysia located in Bintulu, Sarawak, focusing primarily on agriculture and forestry-related programs.
-
D.
Universiti Malaysia Sabah
Universiti Malaysia Sabah is a public university in the Malaysian state of Sabah known for its scenic coastal campus and focus on environmental, marine, and Bornean studies.
-
E.
SEGi College Subang Jaya
SEGi College Subang Jaya is a private higher education institution in Subang Jaya, Malaysia, offering a range of diploma and degree programs in collaboration with local and international universities.
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9614ae6ac8190b42acbf2b0331fda |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6687770388190b4777885dae8a38f |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f669f69fe4819097dfc63780e8587e |
completed | May 2, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66b619c88819098acbfb60fac9921 |
completed | May 2, 2026, 9:23 p.m. |
Created at: April 9, 2026, 5:17 p.m.