Triple

T13872316
Position Surface form Disambiguated ID Type / Status
Subject Goh E333484 entity
Predicate hasNotableBearer P458 FINISHED
Object Goh Keng Swee
Goh Keng Swee was a key founding leader of Singapore who served as its Deputy Prime Minister and is widely regarded as the chief architect of the nation’s economic development.
 E1068862 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: Goh Keng Swee | Statement: [Goh, hasNotableBearer, Goh Keng Swee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Goh Keng Swee
Context triple: [Goh, hasNotableBearer, Goh Keng Swee]
  • A. Lim Goh Tong
    Lim Goh Tong was a Malaysian Chinese entrepreneur best known for transforming a remote mountain area into the successful Genting Highlands resort and casino complex.
  • B. Lim Bo Seng
    Lim Bo Seng was a prominent Chinese Singaporean resistance leader and war hero during World War II, renowned for his anti-Japanese espionage activities in Southeast Asia.
  • C. Wee Kim Wee
    Wee Kim Wee was the fourth President of Singapore, remembered for his approachable leadership style and contributions to the nation’s diplomatic and social development.
  • D. Goh Chok Tong
    Goh Chok Tong is a Singaporean politician who served as the country’s second Prime Minister from 1990 to 2004.
  • E. Lee Kong Chian
    Lee Kong Chian was a prominent Chinese businessman and philanthropist from Singapore and Southeast Asia, known for his major contributions to education and public institutions.
  • 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: Goh Keng Swee
Triple: [Goh, hasNotableBearer, Goh Keng Swee]
Generated description
Goh Keng Swee was a key founding leader of Singapore who served as its Deputy Prime Minister and is widely regarded as the chief architect of the nation’s economic development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Goh Keng Swee
Target entity description: Goh Keng Swee was a key founding leader of Singapore who served as its Deputy Prime Minister and is widely regarded as the chief architect of the nation’s economic development.
  • A. Lim Goh Tong
    Lim Goh Tong was a Malaysian Chinese entrepreneur best known for transforming a remote mountain area into the successful Genting Highlands resort and casino complex.
  • B. Lim Bo Seng
    Lim Bo Seng was a prominent Chinese Singaporean resistance leader and war hero during World War II, renowned for his anti-Japanese espionage activities in Southeast Asia.
  • C. Wee Kim Wee
    Wee Kim Wee was the fourth President of Singapore, remembered for his approachable leadership style and contributions to the nation’s diplomatic and social development.
  • D. Goh Chok Tong
    Goh Chok Tong is a Singaporean politician who served as the country’s second Prime Minister from 1990 to 2004.
  • E. Lee Kong Chian
    Lee Kong Chian was a prominent Chinese businessman and philanthropist from Singapore and Southeast Asia, known for his major contributions to education and public institutions.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c638248190bbe5d19f7b88d0f9 completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c70e48788190997562e045f3b014 completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c8d477f881908f8cfd2783e7f10f completed May 3, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69f7ca27ffd4819080bccd6bfd88ddb3 completed May 3, 2026, 10:20 p.m.
Created at: April 9, 2026, 10:14 p.m.