Triple
T18572352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Denise Phua
Denise Phua is a Singaporean politician and disability advocate best known for serving as a Member of Parliament and championing special needs and inclusive education.
|
E1331363
|
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: Denise Phua | Statement: [Raffles Institution, hasAlumnus, Denise Phua]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denise Phua Context triple: [Raffles Institution, hasAlumnus, Denise Phua]
-
A.
Laureen Chew
Laureen Chew is an actress best known for her role in the influential 1982 Asian American independent film "Chan Is Missing."
-
B.
Astrid Leong-Teo
Astrid Leong-Teo is a stylish, wealthy, and emotionally complex Singaporean socialite from the "Crazy Rich Asians" series, known for her elegance, quiet strength, and troubled marriage.
-
C.
Soniia Cheah
Soniia Cheah is a Malaysian professional badminton player known for representing Malaysia in international women’s singles competitions, including the Olympics and major BWF tournaments.
-
D.
Wilma Pang
Wilma Pang is a San Francisco community activist and perennial local political candidate known for her involvement in city elections and advocacy on neighborhood issues.
-
E.
Christina Mangosing
Christina Mangosing was the second wife of American actor Louis Gossett Jr., known primarily in public records for her brief marriage to him in the 1970s.
- 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: Denise Phua Triple: [Raffles Institution, hasAlumnus, Denise Phua]
Generated description
Denise Phua is a Singaporean politician and disability advocate best known for serving as a Member of Parliament and championing special needs and inclusive education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denise Phua Target entity description: Denise Phua is a Singaporean politician and disability advocate best known for serving as a Member of Parliament and championing special needs and inclusive education.
-
A.
Laureen Chew
Laureen Chew is an actress best known for her role in the influential 1982 Asian American independent film "Chan Is Missing."
-
B.
Astrid Leong-Teo
Astrid Leong-Teo is a stylish, wealthy, and emotionally complex Singaporean socialite from the "Crazy Rich Asians" series, known for her elegance, quiet strength, and troubled marriage.
-
C.
Soniia Cheah
Soniia Cheah is a Malaysian professional badminton player known for representing Malaysia in international women’s singles competitions, including the Olympics and major BWF tournaments.
-
D.
Wilma Pang
Wilma Pang is a San Francisco community activist and perennial local political candidate known for her involvement in city elections and advocacy on neighborhood issues.
-
E.
Christina Mangosing
Christina Mangosing was the second wife of American actor Louis Gossett Jr., known primarily in public records for her brief marriage to him in the 1970s.
- 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_6a04f886f2e88190bf01061cb793c0ab |
completed | May 13, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a04f9511eb08190952be765862cd1ab |
completed | May 13, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04f9dd338881908b300bab7947f736 |
completed | May 13, 2026, 10:23 p.m. |
Created at: April 10, 2026, 11:43 a.m.