Triple

T22767593
Position Surface form Disambiguated ID Type / Status
Subject Legacy of Rage E563169 entity
Predicate screenwriter P2831 FINISHED
Object Clifton Ko
Clifton Ko is a Hong Kong film director and screenwriter best known for his popular comedies and family dramas in the 1980s and 1990s.
E1553436 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: Clifton Ko | Statement: [Legacy of Rage, screenwriter, Clifton Ko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clifton Ko
Context triple: [Legacy of Rage, screenwriter, Clifton Ko]
  • A. Eugene Lee
    Eugene Lee was an acclaimed American theatrical set designer best known for his innovative, long-running work on Broadway productions and on "Saturday Night Live."
  • B. Al Young
    Al Young was an American poet, novelist, essayist, and former California Poet Laureate known for his explorations of African American life, music, and culture.
  • C. Clifford J. Choong
    Clifford J. Choong is a scholar known for his co-authorship contributions to the influential multi-volume work "Science and Civilisation in China."
  • D. Phil Lee
    Phil Lee is a member of the National Health political party in the United Kingdom.
  • E. Cliff Klingenhagen
    "Cliff Klingenhagen" is a poem by Edwin Arlington Robinson that portrays a paradoxically cheerful man whose fearless embrace of life's bitterness reveals deeper themes of courage and existential acceptance.
  • 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: Clifton Ko
Triple: [Legacy of Rage, screenwriter, Clifton Ko]
Generated description
Clifton Ko is a Hong Kong film director and screenwriter best known for his popular comedies and family dramas in the 1980s and 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clifton Ko
Target entity description: Clifton Ko is a Hong Kong film director and screenwriter best known for his popular comedies and family dramas in the 1980s and 1990s.
  • A. Eugene Lee
    Eugene Lee was an acclaimed American theatrical set designer best known for his innovative, long-running work on Broadway productions and on "Saturday Night Live."
  • B. Al Young
    Al Young was an American poet, novelist, essayist, and former California Poet Laureate known for his explorations of African American life, music, and culture.
  • C. Clifford J. Choong
    Clifford J. Choong is a scholar known for his co-authorship contributions to the influential multi-volume work "Science and Civilisation in China."
  • D. Phil Lee
    Phil Lee is a member of the National Health political party in the United Kingdom.
  • E. Cliff Klingenhagen
    "Cliff Klingenhagen" is a poem by Edwin Arlington Robinson that portrays a paradoxically cheerful man whose fearless embrace of life's bitterness reveals deeper themes of courage and existential acceptance.
  • 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_69e24552e11c81909c2d61578a558bd7 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17a81d3348190b005a43a5e03d406 completed April 29, 2026, 3:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b981f3a1c819083a7d498290af751 completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b98d159688190a5ec037ee8692f33 completed May 18, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0b99b6e7e88190995319351374f97c completed May 18, 2026, 10:59 p.m.
Created at: April 17, 2026, 3:27 p.m.