Triple
T9342397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chang Chen |
E224792
|
entity |
| Predicate | workedWith |
P398
|
FINISHED |
| Object |
Edward Yang
Edward Yang was a renowned Taiwanese film director and leading figure of the New Taiwanese Cinema movement, celebrated for works like "Yi Yi" that explore urban life and family dynamics with subtle, humanistic storytelling.
|
E792796
|
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: Edward Yang | Statement: [Chang Chen, workedWith, Edward Yang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward Yang Context triple: [Chang Chen, workedWith, Edward Yang]
-
A.
Wayne Wang
Wayne Wang is a pioneering Chinese American filmmaker best known for directing influential cross-cultural dramas such as "Chan Is Missing" and "The Joy Luck Club."
-
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.
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."
-
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.
Chiang Hsiao-wu
Chiang Hsiao-wu was a Taiwanese politician and businessman, notable as a member of the influential Chiang family that dominated mid-20th-century Chinese and Taiwanese politics.
- 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: Edward Yang Triple: [Chang Chen, workedWith, Edward Yang]
Generated description
Edward Yang was a renowned Taiwanese film director and leading figure of the New Taiwanese Cinema movement, celebrated for works like "Yi Yi" that explore urban life and family dynamics with subtle, humanistic storytelling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edward Yang Target entity description: Edward Yang was a renowned Taiwanese film director and leading figure of the New Taiwanese Cinema movement, celebrated for works like "Yi Yi" that explore urban life and family dynamics with subtle, humanistic storytelling.
-
A.
Wayne Wang
Wayne Wang is a pioneering Chinese American filmmaker best known for directing influential cross-cultural dramas such as "Chan Is Missing" and "The Joy Luck Club."
-
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.
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."
-
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.
Chiang Hsiao-wu
Chiang Hsiao-wu was a Taiwanese politician and businessman, notable as a member of the influential Chiang family that dominated mid-20th-century Chinese and Taiwanese politics.
- 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_69d0e4043e288190b05511d537b1614d |
completed | April 4, 2026, 10:12 a.m. |
| NEDg | Description generation | batch_69d0e573af788190be4baaa3afb87ca2 |
completed | April 4, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e607944c81909a421828595cd793 |
completed | April 4, 2026, 10:20 a.m. |
Created at: March 30, 2026, 7:40 p.m.