Triple
T18572364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Paul Tambyah
Paul Tambyah is a Singaporean infectious diseases physician and academic known for his public health advocacy and leadership in both medical and political spheres.
|
E1337646
|
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: Paul Tambyah | Statement: [Raffles Institution, hasAlumnus, Paul Tambyah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Tambyah Context triple: [Raffles Institution, hasAlumnus, Paul Tambyah]
-
A.
Denzil Minnan-Wong
Denzil Minnan-Wong is a Canadian politician best known for serving as a long-time Toronto city councillor and deputy mayor.
-
B.
Tony Balkissoon
Tony Balkissoon is a Canadian-American lawyer known in part for his marriage to journalist and attorney Laura Jarrett, daughter of former Obama advisor Valerie Jarrett.
-
C.
Mark Chee
Mark Chee is a molecular biologist and entrepreneur best known as a co-founder of Illumina, a leading company in DNA sequencing and genomics technologies.
-
D.
Anthony Tan
Anthony Tan is a Malaysian entrepreneur best known as the co-founder and CEO of Grab, Southeast Asia’s leading super-app for ride-hailing, deliveries, and digital financial services.
-
E.
Edward Tang
Edward Tang is a Hong Kong screenwriter best known for his work on Jackie Chan–led action films, including the influential "Police Story" series.
- 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: Paul Tambyah Triple: [Raffles Institution, hasAlumnus, Paul Tambyah]
Generated description
Paul Tambyah is a Singaporean infectious diseases physician and academic known for his public health advocacy and leadership in both medical and political spheres.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Tambyah Target entity description: Paul Tambyah is a Singaporean infectious diseases physician and academic known for his public health advocacy and leadership in both medical and political spheres.
-
A.
Denzil Minnan-Wong
Denzil Minnan-Wong is a Canadian politician best known for serving as a long-time Toronto city councillor and deputy mayor.
-
B.
Tony Balkissoon
Tony Balkissoon is a Canadian-American lawyer known in part for his marriage to journalist and attorney Laura Jarrett, daughter of former Obama advisor Valerie Jarrett.
-
C.
Mark Chee
Mark Chee is a molecular biologist and entrepreneur best known as a co-founder of Illumina, a leading company in DNA sequencing and genomics technologies.
-
D.
Anthony Tan
Anthony Tan is a Malaysian entrepreneur best known as the co-founder and CEO of Grab, Southeast Asia’s leading super-app for ride-hailing, deliveries, and digital financial services.
-
E.
Edward Tang
Edward Tang is a Hong Kong screenwriter best known for his work on Jackie Chan–led action films, including the influential "Police Story" series.
- 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_6a05233eb5ec8190acb14c9e66b879ff |
completed | May 14, 2026, 1:19 a.m. |
| NEDg | Description generation | batch_6a0524327ebc8190a613c84cff540d59 |
completed | May 14, 2026, 1:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0527d674fc81908fe4f90ae667802c |
completed | May 14, 2026, 1:39 a.m. |
Created at: April 10, 2026, 11:43 a.m.