Triple
T18572266
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Low Thia Khiang
Low Thia Khiang is a prominent Singaporean opposition politician best known for leading the Workers’ Party and serving as a long-time Member of Parliament.
|
E1336506
|
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: Low Thia Khiang | Statement: [Raffles Institution, hasAlumnus, Low Thia Khiang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Low Thia Khiang Context triple: [Raffles Institution, hasAlumnus, Low Thia Khiang]
-
A.
Peik Lin Goh
Peik Lin Goh is a wealthy, fashion-forward, and hilariously outspoken Singaporean socialite who serves as Rachel Chu’s supportive best friend in the "Crazy Rich Asians" series.
-
B.
Goh Jin Wei
Goh Jin Wei is a Malaysian badminton player known for her achievements in women's singles, including winning the World Junior Championships and representing Malaysia in major international competitions.
-
C.
Florence Yeoh
Florence Yeoh is the main character of the interactive story game "Florence," a young woman navigating love, personal growth, and everyday life in a minimalist, comic-style narrative.
-
D.
Christina Chong
Christina Chong is a British actress best known for her role as La’an Noonien-Singh in the television series "Star Trek: Strange New Worlds."
-
E.
Lee Wei Ling
Lee Wei Ling is a Singaporean neurologist and writer, known as the daughter of founding Prime Minister Lee Kuan Yew and for her outspoken public commentary on Singaporean politics and society.
- 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: Low Thia Khiang Triple: [Raffles Institution, hasAlumnus, Low Thia Khiang]
Generated description
Low Thia Khiang is a prominent Singaporean opposition politician best known for leading the Workers’ Party and serving as a long-time Member of Parliament.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Low Thia Khiang Target entity description: Low Thia Khiang is a prominent Singaporean opposition politician best known for leading the Workers’ Party and serving as a long-time Member of Parliament.
-
A.
Peik Lin Goh
Peik Lin Goh is a wealthy, fashion-forward, and hilariously outspoken Singaporean socialite who serves as Rachel Chu’s supportive best friend in the "Crazy Rich Asians" series.
-
B.
Goh Jin Wei
Goh Jin Wei is a Malaysian badminton player known for her achievements in women's singles, including winning the World Junior Championships and representing Malaysia in major international competitions.
-
C.
Florence Yeoh
Florence Yeoh is the main character of the interactive story game "Florence," a young woman navigating love, personal growth, and everyday life in a minimalist, comic-style narrative.
-
D.
Christina Chong
Christina Chong is a British actress best known for her role as La’an Noonien-Singh in the television series "Star Trek: Strange New Worlds."
-
E.
Lee Wei Ling
Lee Wei Ling is a Singaporean neurologist and writer, known as the daughter of founding Prime Minister Lee Kuan Yew and for her outspoken public commentary on Singaporean politics and society.
- 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_6a05170d98a88190a048feff7f0bc7a4 |
completed | May 14, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_6a051ad23658819081f5169a0506fda6 |
completed | May 14, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a051b9a071c8190a0e92848a3596acd |
completed | May 14, 2026, 12:47 a.m. |
Created at: April 10, 2026, 11:43 a.m.