Triple

T18572380
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object Josephine Teo
Josephine Teo is a Singaporean politician who has served in various ministerial roles, including overseeing manpower and communications and information portfolios.
E1334580 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: Josephine Teo | Statement: [Raffles Institution, hasAlumnus, Josephine Teo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Josephine Teo
Context triple: [Raffles Institution, hasAlumnus, Josephine Teo]
  • A. Denise Phua
    Denise Phua is a Singaporean politician and disability advocate best known for serving as a Member of Parliament and championing special needs and inclusive education.
  • B. Meriam Chong
    Meriam Chong was the first wife of Malaysia’s founding Prime Minister, Tunku Abdul Rahman.
  • C. Nicole Seah
    Nicole Seah is a Singaporean politician and former member of the opposition Workers' Party who gained prominence as one of the country's youngest election candidates.
  • D. 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.
  • E. Bridget Lee
    Bridget Lee is best known as the wife of American film director, screenwriter, and producer Samuel Fuller.
  • 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: Josephine Teo
Triple: [Raffles Institution, hasAlumnus, Josephine Teo]
Generated description
Josephine Teo is a Singaporean politician who has served in various ministerial roles, including overseeing manpower and communications and information portfolios.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Josephine Teo
Target entity description: Josephine Teo is a Singaporean politician who has served in various ministerial roles, including overseeing manpower and communications and information portfolios.
  • A. Denise Phua
    Denise Phua is a Singaporean politician and disability advocate best known for serving as a Member of Parliament and championing special needs and inclusive education.
  • B. Meriam Chong
    Meriam Chong was the first wife of Malaysia’s founding Prime Minister, Tunku Abdul Rahman.
  • C. Nicole Seah
    Nicole Seah is a Singaporean politician and former member of the opposition Workers' Party who gained prominence as one of the country's youngest election candidates.
  • D. 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.
  • E. Bridget Lee
    Bridget Lee is best known as the wife of American film director, screenwriter, and producer Samuel Fuller.
  • 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_6a050d6a9298819094838f7faba59daa completed May 13, 2026, 11:46 p.m.
NEDg Description generation batch_6a050f17fab48190a5b0a8d489a5ac13 completed May 13, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_6a050f8116008190a06be25a9c47ca8c completed May 13, 2026, 11:55 p.m.
Created at: April 10, 2026, 11:43 a.m.