Triple

T19490808
Position Surface form Disambiguated ID Type / Status
Subject Lim Bo Seng E487642 entity
Predicate spouse P13 FINISHED
Object Gan Choo Neo — NE NERFINISHED

How this triple was built (3 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: Gan Choo Neo | Statement: [Lim Bo Seng, spouse, Gan Choo Neo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gan Choo Neo
Context triple: [Lim Bo Seng, spouse, Gan Choo Neo]
  • A. Seah Kian Peng
    Seah Kian Peng is a Singaporean politician and Member of Parliament who has held various leadership roles, including serving as Speaker of Parliament.
  • B. Kee Thuan Chye
    Kee Thuan Chye is a Malaysian actor, playwright, journalist, and political commentator known for his outspoken views on social and political issues.
  • C. Chow Kon Yeow
    Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
  • D. Lee Chong
    Lee Chong is the pragmatic and good-natured Chinese grocer in John Steinbeck’s novel "Cannery Row," known for running the local grocery store that serves as a social hub for the community.
  • E. Sim Wong Hoo
    Sim Wong Hoo was a Singaporean entrepreneur best known as the founder and longtime CEO of Creative Technology, a pioneering company in PC audio and digital entertainment products.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gan Choo Neo
Target entity description: Gan Choo Neo was the wife of Singaporean World War II resistance hero Lim Bo Seng and is remembered for her resilience in supporting her family during and after his wartime activities and death.
  • A. Seah Kian Peng
    Seah Kian Peng is a Singaporean politician and Member of Parliament who has held various leadership roles, including serving as Speaker of Parliament.
  • B. Kee Thuan Chye
    Kee Thuan Chye is a Malaysian actor, playwright, journalist, and political commentator known for his outspoken views on social and political issues.
  • C. Chow Kon Yeow
    Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
  • D. Lee Chong
    Lee Chong is the pragmatic and good-natured Chinese grocer in John Steinbeck’s novel "Cannery Row," known for running the local grocery store that serves as a social hub for the community.
  • E. Sim Wong Hoo
    Sim Wong Hoo was a Singaporean entrepreneur best known as the founder and longtime CEO of Creative Technology, a pioneering company in PC audio and digital entertainment products.
  • F. None of above. chosen

Provenance (2 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_69d8e8d9d1c88190b01cd78b8be49384 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6348d43448190bf83680522b8b415 completed April 20, 2026, 2:13 p.m.
Created at: April 10, 2026, 1:39 p.m.