Triple

T18572276
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object Toh Chin Chye
Toh Chin Chye was a prominent Singaporean politician and founding member of the People’s Action Party who served as Deputy Prime Minister and played a key role in Singapore’s early nation-building.
 E1339177 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: Toh Chin Chye | Statement: [Raffles Institution, hasAlumnus, Toh Chin Chye]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toh Chin Chye
Context triple: [Raffles Institution, hasAlumnus, Toh Chin Chye]
  • A. Goh Swee Chen
    Goh Swee Chen is a Singaporean business leader known for her senior executive roles in multinational corporations and contributions to corporate governance and public service.
  • B. Goh Soon Tioe
    Goh Soon Tioe was a pioneering Singaporean violinist, conductor, and music educator who played a key role in developing Singapore’s classical music scene in the mid-20th century.
  • C. Cheah Soon Kit
    Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
  • D. Chew Chee Kin
    Chew Chee Kin is a prominent Malaysian business executive known for his leadership role within the diversified conglomerate Sunway Group.
  • E. Yap Kim Hock
    Yap Kim Hock is a former Malaysian badminton player best known as a world-class men's doubles specialist and Olympic silver medalist.
  • 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: Toh Chin Chye
Triple: [Raffles Institution, hasAlumnus, Toh Chin Chye]
Generated description
Toh Chin Chye was a prominent Singaporean politician and founding member of the People’s Action Party who served as Deputy Prime Minister and played a key role in Singapore’s early nation-building.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toh Chin Chye
Target entity description: Toh Chin Chye was a prominent Singaporean politician and founding member of the People’s Action Party who served as Deputy Prime Minister and played a key role in Singapore’s early nation-building.
  • A. Goh Swee Chen
    Goh Swee Chen is a Singaporean business leader known for her senior executive roles in multinational corporations and contributions to corporate governance and public service.
  • B. Goh Soon Tioe
    Goh Soon Tioe was a pioneering Singaporean violinist, conductor, and music educator who played a key role in developing Singapore’s classical music scene in the mid-20th century.
  • C. Cheah Soon Kit
    Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
  • D. Chew Chee Kin
    Chew Chee Kin is a prominent Malaysian business executive known for his leadership role within the diversified conglomerate Sunway Group.
  • E. Yap Kim Hock
    Yap Kim Hock is a former Malaysian badminton player best known as a world-class men's doubles specialist and Olympic silver medalist.
  • 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.