Triple

T13872319
Position Surface form Disambiguated ID Type / Status
Subject Goh E333484 entity
Predicate hasNotableBearer P458 FINISHED
Object Goh Soon Huat
Goh Soon Huat is a Malaysian professional badminton player known for competing in international men’s and mixed doubles events.
E1068863 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 Soon Huat | Statement: [Goh, hasNotableBearer, Goh Soon Huat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Goh Soon Huat
Context triple: [Goh, hasNotableBearer, Goh Soon Huat]
  • A. Chow Chee Keong
    Chow Chee Keong was a prominent Malaysian football goalkeeper, widely regarded as one of Asia’s best in the 1960s and 1970s.
  • B. Lim Boon Heng
    Lim Boon Heng is a Singaporean politician and former cabinet minister who later became the chairman of Temasek Holdings, the country’s state-owned investment company.
  • C. 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.
  • D. Cheah Soon Kit
    Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
  • E. Koo Kien Keat
    Koo Kien Keat is a former Malaysian badminton doubles specialist renowned for his speed, creativity, and multiple major titles, including World Championships and All England victories.
  • 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 Soon Huat
Triple: [Goh, hasNotableBearer, Goh Soon Huat]
Generated description
Goh Soon Huat is a Malaysian professional badminton player known for competing in international men’s and mixed doubles events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Goh Soon Huat
Target entity description: Goh Soon Huat is a Malaysian professional badminton player known for competing in international men’s and mixed doubles events.
  • A. Chow Chee Keong
    Chow Chee Keong was a prominent Malaysian football goalkeeper, widely regarded as one of Asia’s best in the 1960s and 1970s.
  • B. Lim Boon Heng
    Lim Boon Heng is a Singaporean politician and former cabinet minister who later became the chairman of Temasek Holdings, the country’s state-owned investment company.
  • C. 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.
  • D. Cheah Soon Kit
    Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
  • E. Koo Kien Keat
    Koo Kien Keat is a former Malaysian badminton doubles specialist renowned for his speed, creativity, and multiple major titles, including World Championships and All England victories.
  • 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.