Triple

T23346373
Position Surface form Disambiguated ID Type / Status
Subject People’s Action Party E591875 entity
Predicate founder P104 FINISHED
Object Lim Chin Siong
Lim Chin Siong was a prominent left-wing trade union leader and influential opposition politician in Singapore’s early post-war years, known for his mass support and rivalry with Lee Kuan Yew.
 E1587912 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: Lim Chin Siong | Statement: [People’s Action Party, founder, Lim Chin Siong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lim Chin Siong
Context triple: [People’s Action Party, founder, Lim Chin Siong]
  • A. 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.
  • B. Lim Siong Guan
    Lim Siong Guan is a prominent Singaporean former head of the Civil Service and leadership expert who has held top government and corporate roles, including Group President of GIC.
  • C. Wee Cho Yaw
    Wee Cho Yaw is a prominent Singaporean banker and businessman best known for leading United Overseas Bank (UOB) and shaping Singapore’s financial sector.
  • D. 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.
  • E. 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.
  • 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: Lim Chin Siong
Triple: [People’s Action Party, founder, Lim Chin Siong]
Generated description
Lim Chin Siong was a prominent left-wing trade union leader and influential opposition politician in Singapore’s early post-war years, known for his mass support and rivalry with Lee Kuan Yew.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lim Chin Siong
Target entity description: Lim Chin Siong was a prominent left-wing trade union leader and influential opposition politician in Singapore’s early post-war years, known for his mass support and rivalry with Lee Kuan Yew.
  • A. 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.
  • B. Lim Siong Guan
    Lim Siong Guan is a prominent Singaporean former head of the Civil Service and leadership expert who has held top government and corporate roles, including Group President of GIC.
  • C. Wee Cho Yaw
    Wee Cho Yaw is a prominent Singaporean banker and businessman best known for leading United Overseas Bank (UOB) and shaping Singapore’s financial sector.
  • D. 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.
  • E. 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.
  • 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_69e25d20e3d08190bcede87673cafb25 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19837874481908f1a530261a34819 completed April 29, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c823a8038819080a60ec44643d945 completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6eda1f481908482f3a66d576c3c completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7bdf7f08190b50191b029480fc5 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 5:19 p.m.