Triple
T18572354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Louis Ng
Louis Ng is a Singaporean politician and animal welfare advocate best known as the founder of the Animal Concerns Research and Education Society (ACRES) and as a Member of Parliament.
|
E1333540
|
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: Louis Ng | Statement: [Raffles Institution, hasAlumnus, Louis Ng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Ng Context triple: [Raffles Institution, hasAlumnus, Louis Ng]
-
A.
Carl Ng
Carl Ng is a Hong Kong actor known for his roles in action and crime films, including a prominent part in the martial arts movie "The Man with the Iron Fists 2."
-
B.
Richard Ng
Richard Ng was a popular Hong Kong actor and comedian best known for his roles in 1970s–1990s Cantonese comedies and action films.
-
C.
Alvin Leong
Alvin Leong is a music producer known for his work on the song "Shall We Talk."
-
D.
Alan Leong
Alan Leong is a Hong Kong barrister and pro-democracy politician known for his leadership in the Civic Party and his candidacy in the 2007 Chief Executive election.
-
E.
Robert Ng
Robert Ng is a prominent Hong Kong billionaire property tycoon and chairman of Sino Group, one of the region’s largest real estate conglomerates.
- 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: Louis Ng Triple: [Raffles Institution, hasAlumnus, Louis Ng]
Generated description
Louis Ng is a Singaporean politician and animal welfare advocate best known as the founder of the Animal Concerns Research and Education Society (ACRES) and as a Member of Parliament.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis Ng Target entity description: Louis Ng is a Singaporean politician and animal welfare advocate best known as the founder of the Animal Concerns Research and Education Society (ACRES) and as a Member of Parliament.
-
A.
Carl Ng
Carl Ng is a Hong Kong actor known for his roles in action and crime films, including a prominent part in the martial arts movie "The Man with the Iron Fists 2."
-
B.
Richard Ng
Richard Ng was a popular Hong Kong actor and comedian best known for his roles in 1970s–1990s Cantonese comedies and action films.
-
C.
Alvin Leong
Alvin Leong is a music producer known for his work on the song "Shall We Talk."
-
D.
Alan Leong
Alan Leong is a Hong Kong barrister and pro-democracy politician known for his leadership in the Civic Party and his candidacy in the 2007 Chief Executive election.
-
E.
Robert Ng
Robert Ng is a prominent Hong Kong billionaire property tycoon and chairman of Sino Group, one of the region’s largest real estate conglomerates.
- 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_6a0503761830819088f36a34e377ff49 |
completed | May 13, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_6a050537da5481908da9209410986124 |
completed | May 13, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0505e91794819086506a77ef287645 |
completed | May 13, 2026, 11:14 p.m. |
Created at: April 10, 2026, 11:43 a.m.