Triple
T23346403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | People’s Action Party |
E591875
|
entity |
| Predicate | hasChairman |
P377
|
FINISHED |
| Object | Khaw Boon Wan |
—
|
NE NERFINISHED |
How this triple was built (3 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: Khaw Boon Wan | Statement: [People’s Action Party, hasChairman, Khaw Boon Wan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khaw Boon Wan Context triple: [People’s Action Party, hasChairman, Khaw Boon Wan]
-
A.
Chow Kon Yeow
Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
-
B.
Htee Khee
Htee Khee is a border town in Myanmar that serves as a key crossing and trade gateway with neighboring Thailand.
-
C.
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.
-
D.
Ng Chee Khern
Ng Chee Khern is a Singaporean former air force general who became the first Chief of Air Force of the Republic of Singapore Air Force and later held senior roles in the civil service.
-
E.
Chong Chieng Jen
Chong Chieng Jen is a Malaysian politician from Sarawak, known for his long-time role in the Democratic Action Party (DAP) and service as a Member of Parliament and state assemblyman.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khaw Boon Wan Target entity description: Khaw Boon Wan is a prominent Singaporean politician who has held several key ministerial portfolios and served as chairman of the ruling People’s Action Party.
-
A.
Chow Kon Yeow
Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
-
B.
Htee Khee
Htee Khee is a border town in Myanmar that serves as a key crossing and trade gateway with neighboring Thailand.
-
C.
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.
-
D.
Ng Chee Khern
Ng Chee Khern is a Singaporean former air force general who became the first Chief of Air Force of the Republic of Singapore Air Force and later held senior roles in the civil service.
-
E.
Chong Chieng Jen
Chong Chieng Jen is a Malaysian politician from Sarawak, known for his long-time role in the Democratic Action Party (DAP) and service as a Member of Parliament and state assemblyman.
- F. None of above. chosen
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_69e25d20e3d08190bcede87673cafb25 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19837874481908f1a530261a34819 |
completed | April 29, 2026, 5:33 a.m. |
Created at: April 17, 2026, 5:19 p.m.