Triple

T23364312
Position Surface form Disambiguated ID Type / Status
Subject Kitchee SC E593269 entity
Predicate manager P2962 FINISHED
Object Alex Chu Chi-kwong
Alex Chu Chi-kwong is a Hong Kong football coach and former player best known for his long-term leadership of top-flight club Kitchee SC.
E1587928 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: Alex Chu Chi-kwong | Statement: [Kitchee SC, manager, Alex Chu Chi-kwong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alex Chu Chi-kwong
Context triple: [Kitchee SC, manager, Alex Chu Chi-kwong]
  • A. Martin Lee Chu-ming
    Martin Lee Chu-ming is a prominent Hong Kong barrister and pro-democracy politician often regarded as the "father of Hong Kong’s democracy movement."
  • B. Chow Kwok-tai
    Chow Kwok-tai is a Hong Kong footballer known for representing Hong Kong at international level during the mid-20th century.
  • C. Chow Tsz-lok
    Chow Tsz-lok was a Hong Kong university student whose death during the 2019 anti-extradition bill protests became a highly controversial and symbolic incident in the city’s pro-democracy movement.
  • D. Chow Kwok-wai
    Chow Kwok-wai is a Hong Kong film director known for his work in independent and art-house cinema.
  • E. Chow Kwok-ping
    Chow Kwok-ping is an individual notable for bearing the surname Chow, though specific widely recognized public details about his life or achievements are not well documented.
  • 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: Alex Chu Chi-kwong
Triple: [Kitchee SC, manager, Alex Chu Chi-kwong]
Generated description
Alex Chu Chi-kwong is a Hong Kong football coach and former player best known for his long-term leadership of top-flight club Kitchee SC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alex Chu Chi-kwong
Target entity description: Alex Chu Chi-kwong is a Hong Kong football coach and former player best known for his long-term leadership of top-flight club Kitchee SC.
  • A. Martin Lee Chu-ming
    Martin Lee Chu-ming is a prominent Hong Kong barrister and pro-democracy politician often regarded as the "father of Hong Kong’s democracy movement."
  • B. Chow Kwok-tai
    Chow Kwok-tai is a Hong Kong footballer known for representing Hong Kong at international level during the mid-20th century.
  • C. Chow Tsz-lok
    Chow Tsz-lok was a Hong Kong university student whose death during the 2019 anti-extradition bill protests became a highly controversial and symbolic incident in the city’s pro-democracy movement.
  • D. Chow Kwok-wai
    Chow Kwok-wai is a Hong Kong film director known for his work in independent and art-house cinema.
  • E. Chow Kwok-ping
    Chow Kwok-ping is an individual notable for bearing the surname Chow, though specific widely recognized public details about his life or achievements are not well documented.
  • 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_69e25d2593c88190bcdf4a716a94ccb2 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a0aac4248190a4663ed12aed6856 completed April 29, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c823ca578819090ebde9a0a08fc79 completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6eda1f481908482f3a66d576c3c completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7bdf7f08190b50191b029480fc5 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 5:31 p.m.