Triple
T13872320
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goh |
E333484
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Goh Swee Chen
Goh Swee Chen is a Singaporean business leader known for her senior executive roles in multinational corporations and contributions to corporate governance and public service.
|
E1070209
|
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: Goh Swee Chen | Statement: [Goh, hasNotableBearer, Goh Swee Chen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goh Swee Chen Context triple: [Goh, hasNotableBearer, Goh Swee Chen]
-
A.
Cheah Soon Kit
Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
-
B.
Goh Soon Huat
Goh Soon Huat is a Malaysian professional badminton player known for competing in international men’s and mixed doubles events.
-
C.
Ong Boon Hua
Ong Boon Hua, better known as Chin Peng, was the longtime leader of the Malayan Communist Party and a key figure in the Malayan Emergency against British colonial rule.
-
D.
Chow Chee Keong
Chow Chee Keong was a prominent Malaysian football goalkeeper, widely regarded as one of Asia’s best in the 1960s and 1970s.
-
E.
Yap Kim Hock
Yap Kim Hock is a former Malaysian badminton player best known as a world-class men's doubles specialist and Olympic silver medalist.
- 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: Goh Swee Chen Triple: [Goh, hasNotableBearer, Goh Swee Chen]
Generated description
Goh Swee Chen is a Singaporean business leader known for her senior executive roles in multinational corporations and contributions to corporate governance and public service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Goh Swee Chen Target entity description: Goh Swee Chen is a Singaporean business leader known for her senior executive roles in multinational corporations and contributions to corporate governance and public service.
-
A.
Cheah Soon Kit
Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
-
B.
Goh Soon Huat
Goh Soon Huat is a Malaysian professional badminton player known for competing in international men’s and mixed doubles events.
-
C.
Ong Boon Hua
Ong Boon Hua, better known as Chin Peng, was the longtime leader of the Malayan Communist Party and a key figure in the Malayan Emergency against British colonial rule.
-
D.
Chow Chee Keong
Chow Chee Keong was a prominent Malaysian football goalkeeper, widely regarded as one of Asia’s best in the 1960s and 1970s.
-
E.
Yap Kim Hock
Yap Kim Hock is a former Malaysian badminton player best known as a world-class men's doubles specialist and Olympic silver medalist.
- 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de05c638248190bbe5d19f7b88d0f9 |
completed | April 14, 2026, 9:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce6df2ac819089024b9ede7b205f |
completed | May 3, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69f9fd56da288190b2bd33bc496c3fb9 |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb039fdb1c8190ad5286d1cfe80a29 |
completed | May 6, 2026, 9:02 a.m. |
Created at: April 9, 2026, 10:14 p.m.