Triple

T23346374
Position Surface form Disambiguated ID Type / Status
Subject People’s Action Party E591875 entity
Predicate founder P104 FINISHED
Object Fong Swee Suan
Fong Swee Suan was a prominent Singaporean trade unionist and left-wing political leader who played a key role in the country’s early independence movement.
 E1586035 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: Fong Swee Suan | Statement: [People’s Action Party, founder, Fong Swee Suan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fong Swee Suan
Context triple: [People’s Action Party, founder, Fong Swee Suan]
  • A. Chong Chieng Jen
    Chong Chieng Jen is a Malaysian politician from Sarawak, known for his long-time role in the Democratic Action Party (DAP) and service as a Member of Parliament and state assemblyman.
  • B. Ong Boon Hua
    Ong Boon Hua, better known as Chin Peng, was the longtime leader of the Malayan Communist Party and a key figure in the Malayan Emergency against British colonial rule.
  • C. Chew Chee Kin
    Chew Chee Kin is a prominent Malaysian business executive known for his leadership role within the diversified conglomerate Sunway Group.
  • D. Goh Meng Seng
    Goh Meng Seng is a Singaporean opposition politician known for his involvement with multiple political parties and participation in several general elections.
  • E. Liang Wern Fook
    Liang Wern Fook is a prominent Singaporean xinyao pioneer, songwriter, and Chinese-language poet known for his influential contributions to Singapore’s Mandarin music and literature.
  • 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: Fong Swee Suan
Triple: [People’s Action Party, founder, Fong Swee Suan]
Generated description
Fong Swee Suan was a prominent Singaporean trade unionist and left-wing political leader who played a key role in the country’s early independence movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fong Swee Suan
Target entity description: Fong Swee Suan was a prominent Singaporean trade unionist and left-wing political leader who played a key role in the country’s early independence movement.
  • A. Chong Chieng Jen
    Chong Chieng Jen is a Malaysian politician from Sarawak, known for his long-time role in the Democratic Action Party (DAP) and service as a Member of Parliament and state assemblyman.
  • B. Ong Boon Hua
    Ong Boon Hua, better known as Chin Peng, was the longtime leader of the Malayan Communist Party and a key figure in the Malayan Emergency against British colonial rule.
  • C. Chew Chee Kin
    Chew Chee Kin is a prominent Malaysian business executive known for his leadership role within the diversified conglomerate Sunway Group.
  • D. Goh Meng Seng
    Goh Meng Seng is a Singaporean opposition politician known for his involvement with multiple political parties and participation in several general elections.
  • E. Liang Wern Fook
    Liang Wern Fook is a prominent Singaporean xinyao pioneer, songwriter, and Chinese-language poet known for his influential contributions to Singapore’s Mandarin music and literature.
  • 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_6a0c6784d6848190b232ae6366430c88 completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c7213e19881909151fe5c0560e096 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76e904b08190a5329a3ed56291dc completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:19 p.m.