Triple
T18572330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Lim Siong Guan
Lim Siong Guan is a prominent Singaporean former head of the Civil Service and leadership expert who has held top government and corporate roles, including Group President of GIC.
|
E1349320
|
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 Siong Guan | Statement: [Raffles Institution, hasAlumnus, Lim Siong Guan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lim Siong Guan Context triple: [Raffles Institution, hasAlumnus, Lim Siong Guan]
-
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.
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.
-
C.
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.
-
D.
Goh Chok Tong
Goh Chok Tong is a Singaporean politician who served as the country’s second Prime Minister from 1990 to 2004.
-
E.
Cheah Soon Kit
Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
- 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 Siong Guan Triple: [Raffles Institution, hasAlumnus, Lim Siong Guan]
Generated description
Lim Siong Guan is a prominent Singaporean former head of the Civil Service and leadership expert who has held top government and corporate roles, including Group President of GIC.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lim Siong Guan Target entity description: Lim Siong Guan is a prominent Singaporean former head of the Civil Service and leadership expert who has held top government and corporate roles, including Group President of GIC.
-
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.
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.
-
C.
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.
-
D.
Goh Chok Tong
Goh Chok Tong is a Singaporean politician who served as the country’s second Prime Minister from 1990 to 2004.
-
E.
Cheah Soon Kit
Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
- 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53b032488819098de683bb5c42c4b |
completed | April 19, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0590fa65248190b174f1ff04680dbd |
completed | May 14, 2026, 9:08 a.m. |
| NEDg | Description generation | batch_6a059301f2ac819083ee30d977f4e385 |
completed | May 14, 2026, 9:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0593b4c6b0819094d267c568332250 |
completed | May 14, 2026, 9:19 a.m. |
Created at: April 10, 2026, 11:43 a.m.