Triple

T18572265
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object Chee Soon Juan
Chee Soon Juan is a Singaporean opposition politician, academic, and long-time leader of the Singapore Democratic Party known for his advocacy of democracy and civil liberties.
E1339176 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: Chee Soon Juan | Statement: [Raffles Institution, hasAlumnus, Chee Soon Juan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chee Soon Juan
Context triple: [Raffles Institution, hasAlumnus, Chee Soon Juan]
  • A. Cheah Soon Kit
    Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
  • B. Lim Kit Siang
    Lim Kit Siang is a prominent Malaysian politician and long-time leader of the Democratic Action Party (DAP), known for his influential role in opposition politics and advocacy for democratic reforms.
  • C. Koo Kien Keat
    Koo Kien Keat is a former Malaysian badminton doubles specialist renowned for his speed, creativity, and multiple major titles, including World Championships and All England victories.
  • D. Chow Chee Keong
    Chow Chee Keong was a prominent Malaysian football goalkeeper, widely regarded as one of Asia’s best in the 1960s and 1970s.
  • E. Goh Soon Huat
    Goh Soon Huat is a Malaysian professional badminton player known for competing in international men’s and mixed doubles events.
  • 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: Chee Soon Juan
Triple: [Raffles Institution, hasAlumnus, Chee Soon Juan]
Generated description
Chee Soon Juan is a Singaporean opposition politician, academic, and long-time leader of the Singapore Democratic Party known for his advocacy of democracy and civil liberties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chee Soon Juan
Target entity description: Chee Soon Juan is a Singaporean opposition politician, academic, and long-time leader of the Singapore Democratic Party known for his advocacy of democracy and civil liberties.
  • A. Cheah Soon Kit
    Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
  • B. Lim Kit Siang
    Lim Kit Siang is a prominent Malaysian politician and long-time leader of the Democratic Action Party (DAP), known for his influential role in opposition politics and advocacy for democratic reforms.
  • C. Koo Kien Keat
    Koo Kien Keat is a former Malaysian badminton doubles specialist renowned for his speed, creativity, and multiple major titles, including World Championships and All England victories.
  • D. Chow Chee Keong
    Chow Chee Keong was a prominent Malaysian football goalkeeper, widely regarded as one of Asia’s best in the 1960s and 1970s.
  • E. Goh Soon Huat
    Goh Soon Huat is a Malaysian professional badminton player known for competing in international men’s and mixed doubles events.
  • 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_6a052b21d8008190a9b127d70335e8b8 completed May 14, 2026, 1:53 a.m.
NEDg Description generation batch_6a052ed6a0248190ad2b19568c8ed428 completed May 14, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_6a052f49e0008190a3d66b44ba4f5301 completed May 14, 2026, 2:11 a.m.
Created at: April 10, 2026, 11:43 a.m.