Triple
T22118472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Non-constituency Member of Parliament |
E546599
|
entity |
| Predicate | notableHolder |
P1918
|
FINISHED |
| Object | Low Thia Khiang |
—
|
NE NERFINISHED |
How this triple was built (2 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: [Non-constituency Member of Parliament, notableHolder, Low Thia Khiang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Low Thia Khiang Context triple: [Non-constituency Member of Parliament, notableHolder, Low Thia Khiang]
-
A.
Low Thia Khiang
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Tin Pei Ling
Tin Pei Ling is a Singaporean politician best known for having been one of the youngest Members of Parliament when first elected.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e38b3848190ac3a4fa97d56e65a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1294fcf2c81909b610e03a0f1921f |
completed | April 28, 2026, 9:40 p.m. |
Created at: April 16, 2026, 8:31 p.m.