Triple

T10350115
Position Surface form Disambiguated ID Type / Status
Subject Lee Hsien Loong E243858 entity
Predicate mother P120 FINISHED
Object Kwa Geok Choo
Kwa Geok Choo was a prominent Singaporean lawyer and the wife of founding Prime Minister Lee Kuan Yew, noted for her quiet but significant influence on Singapore’s early legal and political development.
E857821 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: Kwa Geok Choo | Statement: [Lee Hsien Loong, mother, Kwa Geok Choo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kwa Geok Choo
Context triple: [Lee Hsien Loong, mother, Kwa Geok Choo]
  • A. Lim Chu Kang
    Lim Chu Kang is a rural area in northwestern Singapore known for its farms, military training grounds, and proximity to nature reserves and coastal wetlands.
  • B. Kwang-Chou-Wan
    Kwang-Chou-Wan was a small leased territory in southern China that served as a French colonial enclave administered as part of French Indochina in the late 19th and early 20th centuries.
  • C. Nyuk Tsin
    Nyuk Tsin is a central fictional figure in James A. Michener’s novel "Hawaii," portrayed as a resilient Chinese immigrant whose life story reflects the struggles and transformations of immigrant communities in the Hawaiian Islands.
  • D. Pok Fu Lam
    Pok Fu Lam is a residential and educational district on the western side of Hong Kong Island, known for hosting the main campus of the University of Hong Kong and its surrounding green, hilly landscape.
  • E. Ma Wan
    Ma Wan is a small island in Hong Kong known for its residential developments, historic fishing village, and attractions like Noah’s Ark near the Tsing Ma Bridge.
  • 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: Kwa Geok Choo
Triple: [Lee Hsien Loong, mother, Kwa Geok Choo]
Generated description
Kwa Geok Choo was a prominent Singaporean lawyer and the wife of founding Prime Minister Lee Kuan Yew, noted for her quiet but significant influence on Singapore’s early legal and political development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kwa Geok Choo
Target entity description: Kwa Geok Choo was a prominent Singaporean lawyer and the wife of founding Prime Minister Lee Kuan Yew, noted for her quiet but significant influence on Singapore’s early legal and political development.
  • A. Lim Chu Kang
    Lim Chu Kang is a rural area in northwestern Singapore known for its farms, military training grounds, and proximity to nature reserves and coastal wetlands.
  • B. Kwang-Chou-Wan
    Kwang-Chou-Wan was a small leased territory in southern China that served as a French colonial enclave administered as part of French Indochina in the late 19th and early 20th centuries.
  • C. Nyuk Tsin
    Nyuk Tsin is a central fictional figure in James A. Michener’s novel "Hawaii," portrayed as a resilient Chinese immigrant whose life story reflects the struggles and transformations of immigrant communities in the Hawaiian Islands.
  • D. Pok Fu Lam
    Pok Fu Lam is a residential and educational district on the western side of Hong Kong Island, known for hosting the main campus of the University of Hong Kong and its surrounding green, hilly landscape.
  • E. Ma Wan
    Ma Wan is a small island in Hong Kong known for its residential developments, historic fishing village, and attractions like Noah’s Ark near the Tsing Ma Bridge.
  • 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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e94796d881909e0b908de63a1aa3 completed April 7, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d75095625c819082d4d0976a193e6c completed April 9, 2026, 7:09 a.m.
NEDg Description generation batch_69d7618da0188190901026dd51ceaa46 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77045ea988190bd8e31f5f636f69b completed April 9, 2026, 9:24 a.m.
Created at: April 6, 2026, 11:57 a.m.