Triple
T9342396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chang Chen |
E224792
|
entity |
| Predicate | workedWith |
P398
|
FINISHED |
| Object |
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.
|
E794598
|
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: Hou Hsiao-hsien | Statement: [Chang Chen, workedWith, Hou Hsiao-hsien]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hou Hsiao-hsien Context triple: [Chang Chen, workedWith, Hou Hsiao-hsien]
-
A.
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.
-
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.
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."
-
D.
Chen Kaige
Chen Kaige is a renowned Chinese film director and screenwriter best known internationally for his award-winning historical drama "Farewell My Concubine."
-
E.
Ang Lee
Ang Lee is a Taiwanese-born film director acclaimed for his visually inventive and emotionally nuanced movies, including "Crouching Tiger, Hidden Dragon," "Brokeback Mountain," and "Life of Pi."
- 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: Hou Hsiao-hsien Triple: [Chang Chen, workedWith, Hou Hsiao-hsien]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hou Hsiao-hsien Target entity description: 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.
-
A.
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.
-
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.
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."
-
D.
Chen Kaige
Chen Kaige is a renowned Chinese film director and screenwriter best known internationally for his award-winning historical drama "Farewell My Concubine."
-
E.
Ang Lee
Ang Lee is a Taiwanese-born film director acclaimed for his visually inventive and emotionally nuanced movies, including "Crouching Tiger, Hidden Dragon," "Brokeback Mountain," and "Life of Pi."
- 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_69d0f3c197208190bde7850de266fdf0 |
completed | April 4, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69d0f62b28c08190aeb383e699af6e6c |
completed | April 4, 2026, 11:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f695bd6881908fde5dab24c224b4 |
completed | April 4, 2026, 11:31 a.m. |
Created at: March 30, 2026, 7:40 p.m.