Triple

T4928178
Position Surface form Disambiguated ID Type / Status
Subject Force 136 E110626 entity
Predicate notableMember P10 FINISHED
Object 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.
 E487642 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 Bo Seng | Statement: [Force 136, notableMember, Lim Bo Seng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lim Bo Seng
Context triple: [Force 136, notableMember, Lim Bo Seng]
  • A. Yap Kim Hock
    Yap Kim Hock is a former Malaysian badminton player best known as a world-class men's doubles specialist and Olympic silver medalist.
  • B. Cheah Soon Kit
    Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
  • C. Lee Kuan Yew
    Lee Kuan Yew was the founding Prime Minister of Singapore, widely credited with transforming the country from a poor port city into a prosperous, modern, and highly developed nation-state.
  • D. Lee Hsien Loong
    Lee Hsien Loong is the third Prime Minister of Singapore, serving since 2004 and known for his leadership of the People's Action Party and role in shaping the country's economic and social policies.
  • E. 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.
  • 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 Bo Seng
Triple: [Force 136, notableMember, Lim Bo Seng]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lim Bo Seng
Target entity description: 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.
  • A. Yap Kim Hock
    Yap Kim Hock is a former Malaysian badminton player best known as a world-class men's doubles specialist and Olympic silver medalist.
  • B. Cheah Soon Kit
    Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
  • C. Lee Kuan Yew
    Lee Kuan Yew was the founding Prime Minister of Singapore, widely credited with transforming the country from a poor port city into a prosperous, modern, and highly developed nation-state.
  • D. Lee Hsien Loong
    Lee Hsien Loong is the third Prime Minister of Singapore, serving since 2004 and known for his leadership of the People's Action Party and role in shaping the country's economic and social policies.
  • E. 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.
  • 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_69bd4415190c8190817bee7ec9f9f944 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7036d8e88190bc4be2975160da23 completed March 20, 2026, 4:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c44e91881909513a679886cbdef completed March 21, 2026, 1:25 p.m.
NEDg Description generation batch_69be9cdb00d88190832363821612ee1f completed March 21, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69be9d7e00f88190b2d12e872fadc181 completed March 21, 2026, 1:30 p.m.
Created at: March 20, 2026, 1:30 p.m.