Triple

T18572351
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object Seah Kian Peng
Seah Kian Peng is a Singaporean politician and Member of Parliament who has held various leadership roles, including serving as Speaker of Parliament.
 E1358096 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: Seah Kian Peng | Statement: [Raffles Institution, hasAlumnus, Seah Kian Peng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Seah Kian Peng
Context triple: [Raffles Institution, hasAlumnus, Seah Kian Peng]
  • A. Wee Chong Jin
    Wee Chong Jin was Singapore’s first Asian Chief Justice, serving as the head of the judiciary for over two decades and playing a key role in shaping the country’s legal system.
  • B. Soh Wooi Yik
    Soh Wooi Yik is a Malaysian professional badminton player, best known as a top men's doubles specialist on the international circuit.
  • C. Chow Kon Yeow
    Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
  • D. Kee Thuan Chye
    Kee Thuan Chye is a Malaysian actor, playwright, journalist, and political commentator known for his outspoken views on social and political issues.
  • E. Yeoh Choo Kheng
    Yeoh Choo Kheng is the birth name of Michelle Yeoh, the acclaimed Malaysian actress known for her roles in action and dramatic films such as "Crouching Tiger, Hidden Dragon" and "Everything Everywhere All at Once."
  • 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: Seah Kian Peng
Triple: [Raffles Institution, hasAlumnus, Seah Kian Peng]
Generated description
Seah Kian Peng is a Singaporean politician and Member of Parliament who has held various leadership roles, including serving as Speaker of Parliament.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Seah Kian Peng
Target entity description: Seah Kian Peng is a Singaporean politician and Member of Parliament who has held various leadership roles, including serving as Speaker of Parliament.
  • A. Wee Chong Jin
    Wee Chong Jin was Singapore’s first Asian Chief Justice, serving as the head of the judiciary for over two decades and playing a key role in shaping the country’s legal system.
  • B. Soh Wooi Yik
    Soh Wooi Yik is a Malaysian professional badminton player, best known as a top men's doubles specialist on the international circuit.
  • C. Chow Kon Yeow
    Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
  • D. Kee Thuan Chye
    Kee Thuan Chye is a Malaysian actor, playwright, journalist, and political commentator known for his outspoken views on social and political issues.
  • E. Yeoh Choo Kheng
    Yeoh Choo Kheng is the birth name of Michelle Yeoh, the acclaimed Malaysian actress known for her roles in action and dramatic films such as "Crouching Tiger, Hidden Dragon" and "Everything Everywhere All at Once."
  • 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_6a05dd7d73a881909f89489e5e7ffc56 completed May 14, 2026, 2:34 p.m.
NEDg Description generation batch_6a05e0b4e1c0819081a8fee17def0ea7 completed May 14, 2026, 2:48 p.m.
NED2 Entity disambiguation (via description) batch_6a05e10ae8188190a9dce95fa838ff7f completed May 14, 2026, 2:49 p.m.
Created at: April 10, 2026, 11:43 a.m.