Triple
T18572288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Ng Chee Meng
Ng Chee Meng is a Singaporean politician and former Chief of Air Force who has served as a Cabinet minister and labour union leader.
|
E1346845
|
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: Ng Chee Meng | Statement: [Raffles Institution, hasAlumnus, Ng Chee Meng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ng Chee Meng Context triple: [Raffles Institution, hasAlumnus, Ng Chee Meng]
-
A.
Tan Cheng Bock
Tan Cheng Bock is a Singaporean medical doctor and veteran politician best known for his long service as a Member of Parliament and for contesting the Singapore presidential election.
-
B.
Yeoh Choo Kheng
Yeoh Choo Kheng is the birth name of Michelle Yeoh, the acclaimed Malaysian actress known for her roles in action and dramatic films such as "Crouching Tiger, Hidden Dragon" and "Everything Everywhere All at Once."
-
C.
Yeo Ning Hong
Yeo Ning Hong is a Singaporean former politician and cabinet minister who served in key portfolios including Defence and Communications.
-
D.
Goh Cheng Liang
Goh Cheng Liang is a Singaporean billionaire businessman best known as the founder of Wuthelam Holdings, a major paints and coatings company with significant ties to Nippon Paint.
-
E.
Tan Hooi Ling
Tan Hooi Ling is a Malaysian entrepreneur best known as the co-founder of Grab, Southeast Asia’s leading super-app for ride-hailing, deliveries, and digital financial services.
- 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: Ng Chee Meng Triple: [Raffles Institution, hasAlumnus, Ng Chee Meng]
Generated description
Ng Chee Meng is a Singaporean politician and former Chief of Air Force who has served as a Cabinet minister and labour union leader.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ng Chee Meng Target entity description: Ng Chee Meng is a Singaporean politician and former Chief of Air Force who has served as a Cabinet minister and labour union leader.
-
A.
Tan Cheng Bock
Tan Cheng Bock is a Singaporean medical doctor and veteran politician best known for his long service as a Member of Parliament and for contesting the Singapore presidential election.
-
B.
Yeoh Choo Kheng
Yeoh Choo Kheng is the birth name of Michelle Yeoh, the acclaimed Malaysian actress known for her roles in action and dramatic films such as "Crouching Tiger, Hidden Dragon" and "Everything Everywhere All at Once."
-
C.
Yeo Ning Hong
Yeo Ning Hong is a Singaporean former politician and cabinet minister who served in key portfolios including Defence and Communications.
-
D.
Goh Cheng Liang
Goh Cheng Liang is a Singaporean billionaire businessman best known as the founder of Wuthelam Holdings, a major paints and coatings company with significant ties to Nippon Paint.
-
E.
Tan Hooi Ling
Tan Hooi Ling is a Malaysian entrepreneur best known as the co-founder of Grab, Southeast Asia’s leading super-app for ride-hailing, deliveries, and digital financial services.
- 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_6a0575a2137c8190b7e95f13c128e85a |
completed | May 14, 2026, 7:11 a.m. |
| NEDg | Description generation | batch_6a05778b5cb08190b6800a0afdb76e8e |
completed | May 14, 2026, 7:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05781fce1c81908d3ad3830e9c5cc8 |
completed | May 14, 2026, 7:22 a.m. |
Created at: April 10, 2026, 11:43 a.m.