Triple
T23283309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chief of Air Force (Singapore) |
E588923
|
entity |
| Predicate | inauguralHolder |
P5161
|
FINISHED |
| Object |
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.
|
E1578428
|
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 Khern | Statement: [Chief of Air Force (Singapore), inauguralHolder, Ng Chee Khern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ng Chee Khern Context triple: [Chief of Air Force (Singapore), inauguralHolder, Ng Chee Khern]
-
A.
Tan Chorh Chuan
Tan Chorh Chuan is a Singaporean physician and academic leader who served as President of the National University of Singapore and has held key roles in the country’s higher education and healthcare systems.
-
B.
Chew Chee Kin
Chew Chee Kin is a prominent Malaysian business executive known for his leadership role within the diversified conglomerate Sunway Group.
-
C.
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.
-
D.
Goh Lay Kuan
Goh Lay Kuan is a pioneering Singaporean dancer, choreographer, and arts educator widely regarded as a key figure in the development of contemporary dance and theatre in Singapore.
-
E.
Htee Khee
Htee Khee is a border town in Myanmar that serves as a key crossing and trade gateway with neighboring Thailand.
- 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 Khern Triple: [Chief of Air Force (Singapore), inauguralHolder, Ng Chee Khern]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ng Chee Khern Target entity description: 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.
-
A.
Tan Chorh Chuan
Tan Chorh Chuan is a Singaporean physician and academic leader who served as President of the National University of Singapore and has held key roles in the country’s higher education and healthcare systems.
-
B.
Chew Chee Kin
Chew Chee Kin is a prominent Malaysian business executive known for his leadership role within the diversified conglomerate Sunway Group.
-
C.
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.
-
D.
Goh Lay Kuan
Goh Lay Kuan is a pioneering Singaporean dancer, choreographer, and arts educator widely regarded as a key figure in the development of contemporary dance and theatre in Singapore.
-
E.
Htee Khee
Htee Khee is a border town in Myanmar that serves as a key crossing and trade gateway with neighboring Thailand.
- 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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196447a748190bd797ec9baa63fc3 |
completed | April 29, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f813f248190b56ed6a7fc074989 |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c405ca9e081908adeedd69acb8ed2 |
completed | May 19, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c443c4540819096f1a41d9c24a706 |
completed | May 19, 2026, 11:06 a.m. |
Created at: April 17, 2026, 4:58 p.m.