Triple

T10350118
Position Surface form Disambiguated ID Type / Status
Subject Lee Hsien Loong E243858 entity
Predicate spouse P13 FINISHED
Object Ho Ching
Ho Ching is a prominent Singaporean business executive best known for her long tenure as CEO of Temasek Holdings and her influential role in Singapore’s economic landscape.
E857824 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: Ho Ching | Statement: [Lee Hsien Loong, spouse, Ho Ching]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ho Ching
Context triple: [Lee Hsien Loong, spouse, Ho Ching]
  • A. Etta Ng Chok Lam
    Etta Ng Chok Lam is the estranged daughter of Hong Kong martial arts star Jackie Chan and former beauty queen Elaine Ng Yi-Lei, known for her public discussions of her family relationship and personal life.
  • B. Wong Chia-chi
    Wong Chia-chi is the young Chinese student-turned-spy at the center of Ang Lee’s film and Eileen Chang’s novella "Lust, Caution," whose dangerous mission and conflicted emotions drive the story’s exploration of desire, betrayal, and political intrigue in wartime Shanghai.
  • C. Nai Leng
    Nai Leng is an actor known for his role in the film "Chang: A Drama of the Wilderness."
  • D. Hong Chau
    Hong Chau is an American actress acclaimed for her nuanced performances in film and television, including prominent roles in projects like "Downsizing," "The Whale," and various prestige TV series.
  • E. Yeung Ku-wan
    Yeung Ku-wan was a late Qing dynasty Chinese revolutionary leader who played a key role in early anti-imperial movements and helped lay the groundwork for the 1911 Revolution.
  • 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: Ho Ching
Triple: [Lee Hsien Loong, spouse, Ho Ching]
Generated description
Ho Ching is a prominent Singaporean business executive best known for her long tenure as CEO of Temasek Holdings and her influential role in Singapore’s economic landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ho Ching
Target entity description: Ho Ching is a prominent Singaporean business executive best known for her long tenure as CEO of Temasek Holdings and her influential role in Singapore’s economic landscape.
  • A. Etta Ng Chok Lam
    Etta Ng Chok Lam is the estranged daughter of Hong Kong martial arts star Jackie Chan and former beauty queen Elaine Ng Yi-Lei, known for her public discussions of her family relationship and personal life.
  • B. Wong Chia-chi
    Wong Chia-chi is the young Chinese student-turned-spy at the center of Ang Lee’s film and Eileen Chang’s novella "Lust, Caution," whose dangerous mission and conflicted emotions drive the story’s exploration of desire, betrayal, and political intrigue in wartime Shanghai.
  • C. Nai Leng
    Nai Leng is an actor known for his role in the film "Chang: A Drama of the Wilderness."
  • D. Hong Chau
    Hong Chau is an American actress acclaimed for her nuanced performances in film and television, including prominent roles in projects like "Downsizing," "The Whale," and various prestige TV series.
  • E. Yeung Ku-wan
    Yeung Ku-wan was a late Qing dynasty Chinese revolutionary leader who played a key role in early anti-imperial movements and helped lay the groundwork for the 1911 Revolution.
  • 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.