Triple

T23357492
Position Surface form Disambiguated ID Type / Status
Subject Li Ka-shing E593087 entity
Predicate spouse P13 FINISHED
Object Chong Yuet Ming
Chong Yuet Ming was the wife of Hong Kong billionaire businessman and philanthropist Li Ka-shing.
 E1585297 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: Chong Yuet Ming | Statement: [Li Ka-shing, spouse, Chong Yuet Ming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chong Yuet Ming
Context triple: [Li Ka-shing, spouse, Chong Yuet Ming]
  • A. Chow Chi-yuen
    Chow Chi-yuen is a person bearing the Chinese surname Chow, about whom only limited public information is readily available.
  • B. Cheng Siu-Keung
    Cheng Siu-Keung is a Hong Kong cinematographer best known for his frequent collaborations with director Johnnie To on numerous acclaimed crime and action films.
  • C. Chow Pak-chin
    Chow Pak-chin is a Hong Kong ophthalmologist and politician known for his involvement in local public affairs and medical advocacy.
  • D. Chow Hang-tung
    Chow Hang-tung is a Hong Kong human rights lawyer and pro-democracy activist known for her leadership role in organizing Tiananmen Square vigil commemorations and her subsequent political prosecutions.
  • E. Chow Kwok-ching
    Chow Kwok-ching is an individual notable enough to be specifically cited as a bearer of the surname Chow, though detailed public information about their life or achievements is limited.
  • 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: Chong Yuet Ming
Triple: [Li Ka-shing, spouse, Chong Yuet Ming]
Generated description
Chong Yuet Ming was the wife of Hong Kong billionaire businessman and philanthropist Li Ka-shing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chong Yuet Ming
Target entity description: Chong Yuet Ming was the wife of Hong Kong billionaire businessman and philanthropist Li Ka-shing.
  • A. Chow Chi-yuen
    Chow Chi-yuen is a person bearing the Chinese surname Chow, about whom only limited public information is readily available.
  • B. Cheng Siu-Keung
    Cheng Siu-Keung is a Hong Kong cinematographer best known for his frequent collaborations with director Johnnie To on numerous acclaimed crime and action films.
  • C. Chow Pak-chin
    Chow Pak-chin is a Hong Kong ophthalmologist and politician known for his involvement in local public affairs and medical advocacy.
  • D. Chow Hang-tung
    Chow Hang-tung is a Hong Kong human rights lawyer and pro-democracy activist known for her leadership role in organizing Tiananmen Square vigil commemorations and her subsequent political prosecutions.
  • E. Chow Kwok-ching
    Chow Kwok-ching is an individual notable enough to be specifically cited as a bearer of the surname Chow, though detailed public information about their life or achievements is limited.
  • 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_69e25d24d2a4819092e6ede74c2a918d completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19a18996c81909c7ad15cde616553 completed April 29, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c6786c9348190b2a7ceed7bcb0ef9 completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c7213e19881909151fe5c0560e096 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76c54ba08190be8f46bacb22b6a3 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:28 p.m.