Triple
T18572383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Amy Khor
Amy Khor is a Singaporean politician who has served as a Senior Minister of State and Member of Parliament, known for her roles in environmental and health policymaking.
|
E1336509
|
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: Amy Khor | Statement: [Raffles Institution, hasAlumnus, Amy Khor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amy Khor Context triple: [Raffles Institution, hasAlumnus, Amy Khor]
-
A.
Nicole Seah
Nicole Seah is a Singaporean politician and former member of the opposition Workers' Party who gained prominence as one of the country's youngest election candidates.
-
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.
Laureen Chew
Laureen Chew is an actress best known for her role in the influential 1982 Asian American independent film "Chan Is Missing."
-
D.
Josephine Teo
Josephine Teo is a Singaporean politician who has served in various ministerial roles, including overseeing manpower and communications and information portfolios.
-
E.
Catherine Lim
Catherine Lim is a prominent Singaporean writer and political commentator known for her short stories and novels exploring Singaporean society and culture.
- 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: Amy Khor Triple: [Raffles Institution, hasAlumnus, Amy Khor]
Generated description
Amy Khor is a Singaporean politician who has served as a Senior Minister of State and Member of Parliament, known for her roles in environmental and health policymaking.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amy Khor Target entity description: Amy Khor is a Singaporean politician who has served as a Senior Minister of State and Member of Parliament, known for her roles in environmental and health policymaking.
-
A.
Nicole Seah
Nicole Seah is a Singaporean politician and former member of the opposition Workers' Party who gained prominence as one of the country's youngest election candidates.
-
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.
Laureen Chew
Laureen Chew is an actress best known for her role in the influential 1982 Asian American independent film "Chan Is Missing."
-
D.
Josephine Teo
Josephine Teo is a Singaporean politician who has served in various ministerial roles, including overseeing manpower and communications and information portfolios.
-
E.
Catherine Lim
Catherine Lim is a prominent Singaporean writer and political commentator known for her short stories and novels exploring Singaporean society and culture.
- 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53b032488819098de683bb5c42c4b |
completed | April 19, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05170d98a88190a048feff7f0bc7a4 |
completed | May 14, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_6a051ad23658819081f5169a0506fda6 |
completed | May 14, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a051b9a071c8190a0e92848a3596acd |
completed | May 14, 2026, 12:47 a.m. |
Created at: April 10, 2026, 11:43 a.m.