Triple
T18572318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Lim Chong Yah
Lim Chong Yah is a prominent Singaporean economist and academic known for his influential work on wage policy and economic development in Singapore.
|
E1347677
|
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 Chong Yah | Statement: [Raffles Institution, hasAlumnus, Lim Chong Yah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lim Chong Yah Context triple: [Raffles Institution, hasAlumnus, Lim Chong Yah]
-
A.
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.
-
B.
Wee Cho Yaw
Wee Cho Yaw is a prominent Singaporean banker and businessman best known for leading United Overseas Bank (UOB) and shaping Singapore’s financial sector.
-
C.
Lim Hng Kiang
Lim Hng Kiang is a Singaporean politician who has served in various ministerial roles, including as Minister for Trade and Industry, and was a long-time Member of Parliament.
-
D.
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.
-
E.
Chin Peng
Chin Peng was the longtime leader of the Malayan Communist Party who headed the communist insurgency against British and Malayan authorities during and after the Malayan Emergency.
- 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 Chong Yah Triple: [Raffles Institution, hasAlumnus, Lim Chong Yah]
Generated description
Lim Chong Yah is a prominent Singaporean economist and academic known for his influential work on wage policy and economic development in Singapore.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lim Chong Yah Target entity description: Lim Chong Yah is a prominent Singaporean economist and academic known for his influential work on wage policy and economic development in Singapore.
-
A.
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.
-
B.
Wee Cho Yaw
Wee Cho Yaw is a prominent Singaporean banker and businessman best known for leading United Overseas Bank (UOB) and shaping Singapore’s financial sector.
-
C.
Lim Hng Kiang
Lim Hng Kiang is a Singaporean politician who has served in various ministerial roles, including as Minister for Trade and Industry, and was a long-time Member of Parliament.
-
D.
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.
-
E.
Chin Peng
Chin Peng was the longtime leader of the Malayan Communist Party who headed the communist insurgency against British and Malayan authorities during and after the Malayan Emergency.
- 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_6a05829b679881909bfe7617f566c186 |
completed | May 14, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a0584220c288190bbaf7d78b740f391 |
completed | May 14, 2026, 8:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0584b638bc819080051d2a60b76263 |
completed | May 14, 2026, 8:15 a.m. |
Created at: April 10, 2026, 11:43 a.m.