Triple
T10523024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Malaya |
E248221
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object |
Lim Kit Siang
Lim Kit Siang is a prominent Malaysian politician and long-time leader of the Democratic Action Party (DAP), known for his influential role in opposition politics and advocacy for democratic reforms.
|
E869266
|
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: Lim Kit Siang | Statement: [University of Malaya, hasNotableAlumni, Lim Kit Siang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lim Kit Siang Context triple: [University of Malaya, hasNotableAlumni, Lim Kit Siang]
-
A.
Lim Goh Tong
Lim Goh Tong was a Malaysian Chinese entrepreneur best known for transforming a remote mountain area into the successful Genting Highlands resort and casino complex.
-
B.
Cheah Soon Kit
Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
-
C.
Lim Bo Seng
Lim Bo Seng was a prominent Chinese Singaporean resistance leader and war hero during World War II, renowned for his anti-Japanese espionage activities in Southeast Asia.
-
D.
Koo Kien Keat
Koo Kien Keat is a former Malaysian badminton doubles specialist renowned for his speed, creativity, and multiple major titles, including World Championships and All England victories.
-
E.
Goh Chok Tong
Goh Chok Tong is a Singaporean politician who served as the country’s second Prime Minister from 1990 to 2004.
- 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: Lim Kit Siang Triple: [University of Malaya, hasNotableAlumni, Lim Kit Siang]
Generated description
Lim Kit Siang is a prominent Malaysian politician and long-time leader of the Democratic Action Party (DAP), known for his influential role in opposition politics and advocacy for democratic reforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lim Kit Siang Target entity description: Lim Kit Siang is a prominent Malaysian politician and long-time leader of the Democratic Action Party (DAP), known for his influential role in opposition politics and advocacy for democratic reforms.
-
A.
Lim Goh Tong
Lim Goh Tong was a Malaysian Chinese entrepreneur best known for transforming a remote mountain area into the successful Genting Highlands resort and casino complex.
-
B.
Cheah Soon Kit
Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
-
C.
Lim Bo Seng
Lim Bo Seng was a prominent Chinese Singaporean resistance leader and war hero during World War II, renowned for his anti-Japanese espionage activities in Southeast Asia.
-
D.
Koo Kien Keat
Koo Kien Keat is a former Malaysian badminton doubles specialist renowned for his speed, creativity, and multiple major titles, including World Championships and All England victories.
-
E.
Goh Chok Tong
Goh Chok Tong is a Singaporean politician who served as the country’s second Prime Minister from 1990 to 2004.
- 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_69d381c5c7448190bec34bee7ec72bac |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509e155b08190996325bf484ec55d |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d90e1c73208190aa3d3e30aa4482ac |
completed | April 10, 2026, 2:50 p.m. |
| NEDg | Description generation | batch_69d9107e8b94819086ebba1675a0db54 |
completed | April 10, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d911a16b1481909197b00c30de48c4 |
completed | April 10, 2026, 3:05 p.m. |
Created at: April 6, 2026, 12:29 p.m.