Triple
T18572377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Tin Pei Ling
Tin Pei Ling is a Singaporean politician best known for having been one of the youngest Members of Parliament when first elected.
|
E1358969
|
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: Tin Pei Ling | Statement: [Raffles Institution, hasAlumnus, Tin Pei Ling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tin Pei Ling Context triple: [Raffles Institution, hasAlumnus, Tin Pei Ling]
-
A.
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.
-
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.
Lee Wei Ling
Lee Wei Ling is a Singaporean neurologist and writer, known as the daughter of founding Prime Minister Lee Kuan Yew and for her outspoken public commentary on Singaporean politics and society.
-
D.
Lim Nee Soon
Lim Nee Soon was a prominent early 20th-century Singaporean rubber and pineapple plantation owner, businessman, and community leader after whom the Yishun (Nee Soon) area is named.
-
E.
Yeo Ning Hong
Yeo Ning Hong is a Singaporean former politician and cabinet minister who served in key portfolios including Defence and Communications.
- 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: Tin Pei Ling Triple: [Raffles Institution, hasAlumnus, Tin Pei Ling]
Generated description
Tin Pei Ling is a Singaporean politician best known for having been one of the youngest Members of Parliament when first elected.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tin Pei Ling Target entity description: Tin Pei Ling is a Singaporean politician best known for having been one of the youngest Members of Parliament when first elected.
-
A.
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.
-
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.
Lee Wei Ling
Lee Wei Ling is a Singaporean neurologist and writer, known as the daughter of founding Prime Minister Lee Kuan Yew and for her outspoken public commentary on Singaporean politics and society.
-
D.
Lim Nee Soon
Lim Nee Soon was a prominent early 20th-century Singaporean rubber and pineapple plantation owner, businessman, and community leader after whom the Yishun (Nee Soon) area is named.
-
E.
Yeo Ning Hong
Yeo Ning Hong is a Singaporean former politician and cabinet minister who served in key portfolios including Defence and Communications.
- 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_6a05e655968c8190a414e54fe4ee21b7 |
completed | May 14, 2026, 3:12 p.m. |
| NEDg | Description generation | batch_6a05e716f8c0819083745ef72848f99f |
completed | May 14, 2026, 3:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e7791b0c81909921b2364915b733 |
completed | May 14, 2026, 3:17 p.m. |
Created at: April 10, 2026, 11:43 a.m.