Triple

T13146163
Position Surface form Disambiguated ID Type / Status
Subject Mark Lee Ping-bing E312339 entity
Predicate nativeName P15 FINISHED
Object 李屏賓
李屏賓 is a renowned Taiwanese cinematographer acclaimed for his lyrical visual style and collaborations on films such as "In the Mood for Love" and "The Assassin."
E1024362 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: 李屏賓 | Statement: [Mark Lee Ping-bing, nativeName, 李屏賓]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 李屏賓
Context triple: [Mark Lee Ping-bing, nativeName, 李屏賓]
  • A. Tsai Ming-liang
    Tsai Ming-liang is a Taiwanese filmmaker and leading figure of slow cinema, renowned for his minimalist style, long takes, and meditative explorations of urban alienation and human desire.
  • B. Tsai Chou-hua
    Tsai Chou-hua was the wife of Yen Chia-kan, who served as President of the Republic of China (Taiwan) in the 1970s.
  • C. Hou Hsiao-hsien
    Hou Hsiao-hsien is an acclaimed Taiwanese film director and leading figure of the New Taiwanese Cinema movement, renowned for his contemplative style and explorations of history and memory.
  • D. Zhang Yimou
    Zhang Yimou is an acclaimed Chinese film director and cinematographer known for visually stunning, emotionally powerful works such as "Raise the Red Lantern," "Hero," and "House of Flying Daggers."
  • E. Ann Hui
    Ann Hui is an acclaimed Hong Kong film director and key figure of the Hong Kong New Wave, known for her socially conscious, character-driven dramas.
  • 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: 李屏賓
Triple: [Mark Lee Ping-bing, nativeName, 李屏賓]
Generated description
李屏賓 is a renowned Taiwanese cinematographer acclaimed for his lyrical visual style and collaborations on films such as "In the Mood for Love" and "The Assassin."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 李屏賓
Target entity description: 李屏賓 is a renowned Taiwanese cinematographer acclaimed for his lyrical visual style and collaborations on films such as "In the Mood for Love" and "The Assassin."
  • A. Tsai Ming-liang
    Tsai Ming-liang is a Taiwanese filmmaker and leading figure of slow cinema, renowned for his minimalist style, long takes, and meditative explorations of urban alienation and human desire.
  • B. Tsai Chou-hua
    Tsai Chou-hua was the wife of Yen Chia-kan, who served as President of the Republic of China (Taiwan) in the 1970s.
  • C. Hou Hsiao-hsien
    Hou Hsiao-hsien is an acclaimed Taiwanese film director and leading figure of the New Taiwanese Cinema movement, renowned for his contemplative style and explorations of history and memory.
  • D. Zhang Yimou
    Zhang Yimou is an acclaimed Chinese film director and cinematographer known for visually stunning, emotionally powerful works such as "Raise the Red Lantern," "Hero," and "House of Flying Daggers."
  • E. Ann Hui
    Ann Hui is an acclaimed Hong Kong film director and key figure of the Hong Kong New Wave, known for her socially conscious, character-driven dramas.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bcf6d0c819081d078f33e4bdedc completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae675508190991ce5902768c45a completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6ebb1cd208190970ad8c21e852d93 completed May 3, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_69f6ec48035881909342b57c061a22a9 completed May 3, 2026, 6:33 a.m.
Created at: April 9, 2026, 9:10 p.m.