Triple
T9342398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chang Chen |
E224792
|
entity |
| Predicate | workedWith |
P398
|
FINISHED |
| Object |
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.
|
E795473
|
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: Tsai Ming-liang | Statement: [Chang Chen, workedWith, Tsai Ming-liang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tsai Ming-liang Context triple: [Chang Chen, workedWith, Tsai Ming-liang]
-
A.
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.
-
B.
Wong Kar-wai
Wong Kar-wai is a Hong Kong filmmaker renowned for his visually lush, emotionally resonant films that explore memory, longing, and urban alienation, such as "Chungking Express" and "In the Mood for Love."
-
C.
Jia Zhangke
Jia Zhangke is a renowned Chinese film director known for his realist, socially conscious portrayals of contemporary China in works such as "Still Life" and "A Touch of Sin."
-
D.
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.
-
E.
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.
- 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: Tsai Ming-liang Triple: [Chang Chen, workedWith, Tsai Ming-liang]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tsai Ming-liang Target entity description: 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.
-
A.
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.
-
B.
Wong Kar-wai
Wong Kar-wai is a Hong Kong filmmaker renowned for his visually lush, emotionally resonant films that explore memory, longing, and urban alienation, such as "Chungking Express" and "In the Mood for Love."
-
C.
Jia Zhangke
Jia Zhangke is a renowned Chinese film director known for his realist, socially conscious portrayals of contemporary China in works such as "Still Life" and "A Touch of Sin."
-
D.
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.
-
E.
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.
- 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_69ca842993248190a79ab06968994b86 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4bb11cd08190b159a6066dd0ebf1 |
completed | April 1, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d100c7f3748190bfa4c3a4df8c5d42 |
completed | April 4, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_69d101678e7c8190b94930137d400645 |
completed | April 4, 2026, 12:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d10222bd7c8190bf4f2c3a2095413f |
completed | April 4, 2026, 12:20 p.m. |
Created at: March 30, 2026, 7:40 p.m.