Triple
T21628334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheikh Muszaphar Shukor |
E533760
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Maktab Rendah Sains MARA
Maktab Rendah Sains MARA is a network of elite Malaysian residential science secondary schools established by MARA to nurture high-achieving students, particularly in science and technology.
|
E1494141
|
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: Maktab Rendah Sains MARA | Statement: [Sheikh Muszaphar Shukor, educatedAt, Maktab Rendah Sains MARA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maktab Rendah Sains MARA Context triple: [Sheikh Muszaphar Shukor, educatedAt, Maktab Rendah Sains MARA]
-
A.
Maktab Sultan Abu Bakar
Maktab Sultan Abu Bakar is a historic and prestigious secondary school in Johor Bahru, Malaysia, renowned for its academic excellence and colonial-era heritage.
-
B.
Malay College Kuala Kangsar
Malay College Kuala Kangsar is a premier Malaysian residential school founded in 1905, often called the “Eton of the East” for its elite education and prominent alumni.
-
C.
Sultan Hassanal Bolkiah Institute of Education
The Sultan Hassanal Bolkiah Institute of Education is a teacher education and training institute within Universiti Brunei Darussalam, focused on preparing educators and advancing educational research in Brunei.
-
D.
Yusof Ishak Secondary School
Yusof Ishak Secondary School is a Singapore secondary school named in honor of the nation’s first President, Yusof Ishak.
-
E.
Sultan Omar Ali Saifuddien College
Sultan Omar Ali Saifuddien College is an educational institution in Brunei named in honor of Sultan Omar Ali Saifuddien III, reflecting his legacy and contributions to the nation.
- 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: Maktab Rendah Sains MARA Triple: [Sheikh Muszaphar Shukor, educatedAt, Maktab Rendah Sains MARA]
Generated description
Maktab Rendah Sains MARA is a network of elite Malaysian residential science secondary schools established by MARA to nurture high-achieving students, particularly in science and technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maktab Rendah Sains MARA Target entity description: Maktab Rendah Sains MARA is a network of elite Malaysian residential science secondary schools established by MARA to nurture high-achieving students, particularly in science and technology.
-
A.
Maktab Sultan Abu Bakar
Maktab Sultan Abu Bakar is a historic and prestigious secondary school in Johor Bahru, Malaysia, renowned for its academic excellence and colonial-era heritage.
-
B.
Malay College Kuala Kangsar
Malay College Kuala Kangsar is a premier Malaysian residential school founded in 1905, often called the “Eton of the East” for its elite education and prominent alumni.
-
C.
Sultan Hassanal Bolkiah Institute of Education
The Sultan Hassanal Bolkiah Institute of Education is a teacher education and training institute within Universiti Brunei Darussalam, focused on preparing educators and advancing educational research in Brunei.
-
D.
Yusof Ishak Secondary School
Yusof Ishak Secondary School is a Singapore secondary school named in honor of the nation’s first President, Yusof Ishak.
-
E.
Sultan Omar Ali Saifuddien College
Sultan Omar Ali Saifuddien College is an educational institution in Brunei named in honor of Sultan Omar Ali Saifuddien III, reflecting his legacy and contributions to the nation.
- 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef5214e72c8190af109089f58fca4f |
completed | April 27, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a0f9531b08190bbddca01060f20ae |
completed | May 17, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_6a0a108bf4608190af587dd34077f2ad |
completed | May 17, 2026, 7:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a110507d48190ad75223311ce159e |
completed | May 17, 2026, 7:03 p.m. |
Created at: April 16, 2026, 6:34 p.m.