Triple
T13872317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goh |
E333484
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object | Goh Liu Ying |
E842490
|
NE FINISHED |
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: Goh Liu Ying | Statement: [Goh, hasNotableBearer, Goh Liu Ying]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goh Liu Ying Context triple: [Goh, hasNotableBearer, Goh Liu Ying]
-
A.
Goh Liu Ying
chosen
Goh Liu Ying is a Malaysian professional badminton player best known as a world-class mixed doubles specialist and Olympic silver medalist.
-
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.
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.
-
D.
Tan Hooi Ling
Tan Hooi Ling is a Malaysian entrepreneur best known as the co-founder of Grab, Southeast Asia’s leading super-app for ride-hailing, deliveries, and digital financial services.
-
E.
Yeoh Choo Kheng
Yeoh Choo Kheng is the birth name of Michelle Yeoh, the acclaimed Malaysian actress known for her roles in action and dramatic films such as "Crouching Tiger, Hidden Dragon" and "Everything Everywhere All at Once."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69f7c107c20c81909dff0ca4a59fcc55 |
completed | May 3, 2026, 9:41 p.m. |
Created at: April 9, 2026, 10:14 p.m.