Triple

T15715653
Position Surface form Disambiguated ID Type / Status
Subject Lethal Weapon 4 E380951 entity
Predicate character P662 FINISHED
Object Wah Sing Ku
Wah Sing Ku is the primary Chinese Triad enforcer and formidable martial-arts antagonist portrayed by Jet Li in the action film "Lethal Weapon 4."
 E1172097 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: Wah Sing Ku | Statement: [Lethal Weapon 4, character, Wah Sing Ku]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wah Sing Ku
Context triple: [Lethal Weapon 4, character, Wah Sing Ku]
  • A. Hung Shui Kiu
    Hung Shui Kiu is a rapidly developing area in Hong Kong’s New Territories planned as a major new town and transport hub.
  • B. Wong Tai Sin
    Wong Tai Sin is a residential and cultural district in northern Kowloon, Hong Kong, best known for its famous Wong Tai Sin Temple and dense public housing estates.
  • C. Tam Wah-ching
    Tam Wah-ching is a Hong Kong figure known primarily as an alumnus of Queen's College, one of the territory's most prestigious secondary schools.
  • D. Hung Shing Yeh
    Hung Shing Yeh is a coastal village and beach area on Hong Kong’s Lamma Island, known for its popular swimming beach and relaxed seaside atmosphere.
  • E. Cha Kwo Ling
    Cha Kwo Ling is a historic hillside village and former quarry area in eastern Kowloon, Hong Kong, known for its traditional squatter settlements and long-standing Hakka community.
  • 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: Wah Sing Ku
Triple: [Lethal Weapon 4, character, Wah Sing Ku]
Generated description
Wah Sing Ku is the primary Chinese Triad enforcer and formidable martial-arts antagonist portrayed by Jet Li in the action film "Lethal Weapon 4."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wah Sing Ku
Target entity description: Wah Sing Ku is the primary Chinese Triad enforcer and formidable martial-arts antagonist portrayed by Jet Li in the action film "Lethal Weapon 4."
  • A. Hung Shui Kiu
    Hung Shui Kiu is a rapidly developing area in Hong Kong’s New Territories planned as a major new town and transport hub.
  • B. Wong Tai Sin
    Wong Tai Sin is a residential and cultural district in northern Kowloon, Hong Kong, best known for its famous Wong Tai Sin Temple and dense public housing estates.
  • C. Tam Wah-ching
    Tam Wah-ching is a Hong Kong figure known primarily as an alumnus of Queen's College, one of the territory's most prestigious secondary schools.
  • D. Hung Shing Yeh
    Hung Shing Yeh is a coastal village and beach area on Hong Kong’s Lamma Island, known for its popular swimming beach and relaxed seaside atmosphere.
  • E. Cha Kwo Ling
    Cha Kwo Ling is a historic hillside village and former quarry area in eastern Kowloon, Hong Kong, known for its traditional squatter settlements and long-standing Hakka community.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f91beb08190bd91bf9306737c3b completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff7581302c8190918266f04bcf2231 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff763d40348190bf102da746420390 completed May 9, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ff76ec45948190bee47609c0d2fd10 completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.