Triple
T18572332
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Ngiam Tong Dow
Ngiam Tong Dow was a prominent Singaporean civil servant and policymaker known for his influential roles in shaping Singapore’s economic and administrative development.
|
E1354708
|
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: Ngiam Tong Dow | Statement: [Raffles Institution, hasAlumnus, Ngiam Tong Dow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngiam Tong Dow Context triple: [Raffles Institution, hasAlumnus, Ngiam Tong Dow]
-
A.
Choong Tan Fook
Choong Tan Fook is a former Malaysian badminton player renowned as a world-class men's doubles specialist who achieved significant success in international competitions.
-
B.
Lai Teck
Lai Teck was the elusive and controversial secretary-general of the Malayan Communist Party before and during World War II, later exposed as a triple agent whose betrayal crippled the communist movement in Malaya.
-
C.
Tony Tan Keng Yam
Tony Tan Keng Yam is a Singaporean politician and former President of Singapore who previously served as Deputy Prime Minister and held several key ministerial portfolios.
-
D.
Goh Sin Tub
Goh Sin Tub was a prominent Singaporean writer and educator known for his short stories and contributions to Singapore’s literary development.
-
E.
Wong Mew Choo
Wong Mew Choo is a former Malaysian badminton player best known as a top women’s singles shuttler in the 2000s, highlighted by her 2007 China Open title and world top-10 ranking.
- 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: Ngiam Tong Dow Triple: [Raffles Institution, hasAlumnus, Ngiam Tong Dow]
Generated description
Ngiam Tong Dow was a prominent Singaporean civil servant and policymaker known for his influential roles in shaping Singapore’s economic and administrative development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngiam Tong Dow Target entity description: Ngiam Tong Dow was a prominent Singaporean civil servant and policymaker known for his influential roles in shaping Singapore’s economic and administrative development.
-
A.
Choong Tan Fook
Choong Tan Fook is a former Malaysian badminton player renowned as a world-class men's doubles specialist who achieved significant success in international competitions.
-
B.
Lai Teck
Lai Teck was the elusive and controversial secretary-general of the Malayan Communist Party before and during World War II, later exposed as a triple agent whose betrayal crippled the communist movement in Malaya.
-
C.
Tony Tan Keng Yam
Tony Tan Keng Yam is a Singaporean politician and former President of Singapore who previously served as Deputy Prime Minister and held several key ministerial portfolios.
-
D.
Goh Sin Tub
Goh Sin Tub was a prominent Singaporean writer and educator known for his short stories and contributions to Singapore’s literary development.
-
E.
Wong Mew Choo
Wong Mew Choo is a former Malaysian badminton player best known as a top women’s singles shuttler in the 2000s, highlighted by her 2007 China Open title and world top-10 ranking.
- 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_6a05be37737c8190ab7513326ae11b2c |
completed | May 14, 2026, 12:21 p.m. |
| NEDg | Description generation | batch_6a05bf0338f08190b96057cfe17bfe62 |
completed | May 14, 2026, 12:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05bf8bd1cc8190a67b98eb43b4d850 |
completed | May 14, 2026, 12:26 p.m. |
Created at: April 10, 2026, 11:43 a.m.