Triple
T4459877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhang Yimou |
E98225
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Fifth Generation of Chinese filmmakers
The Fifth Generation of Chinese filmmakers is a group of directors who emerged in the 1980s, known for their visually striking, artistically ambitious films that explored Chinese history and society in new, often critical ways.
|
E98225
|
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: Fifth Generation of Chinese filmmakers | Statement: [Zhang Yimou, memberOf, Fifth Generation of Chinese filmmakers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fifth Generation of Chinese filmmakers Context triple: [Zhang Yimou, memberOf, Fifth Generation of Chinese filmmakers]
-
A.
Mandarin Films
Mandarin Films is a film production company known for financing and producing international feature films such as the World War II drama "Enemy at the Gates."
-
B.
Shanghai film industry
The Shanghai film industry is the early 20th-century Chinese cinema hub centered in Shanghai, known for its influential studios, stars, and leftist-leaning films that shaped modern Chinese film history.
-
C.
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."
-
D.
Shanghai Film Studio
Shanghai Film Studio is a major Chinese film production complex in Shanghai known for its large backlots, historical sets, and role in both domestic and international filmmaking.
-
E.
International Forum of New Cinema
The International Forum of New Cinema is a section of the Berlin International Film Festival dedicated to showcasing innovative, experimental, and avant-garde films from around the world.
- 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: Fifth Generation of Chinese filmmakers Triple: [Zhang Yimou, memberOf, Fifth Generation of Chinese filmmakers]
Generated description
The Fifth Generation of Chinese filmmakers is a group of directors who emerged in the 1980s, known for their visually striking, artistically ambitious films that explored Chinese history and society in new, often critical ways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fifth Generation of Chinese filmmakers Target entity description: The Fifth Generation of Chinese filmmakers is a group of directors who emerged in the 1980s, known for their visually striking, artistically ambitious films that explored Chinese history and society in new, often critical ways.
-
A.
Mandarin Films
Mandarin Films is a film production company known for financing and producing international feature films such as the World War II drama "Enemy at the Gates."
-
B.
Shanghai film industry
The Shanghai film industry is the early 20th-century Chinese cinema hub centered in Shanghai, known for its influential studios, stars, and leftist-leaning films that shaped modern Chinese film history.
-
C.
Zhang Yimou
chosen
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."
-
D.
Shanghai Film Studio
Shanghai Film Studio is a major Chinese film production complex in Shanghai known for its large backlots, historical sets, and role in both domestic and international filmmaking.
-
E.
International Forum of New Cinema
The International Forum of New Cinema is a section of the Berlin International Film Festival dedicated to showcasing innovative, experimental, and avant-garde films from around the world.
- F. None of above.
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_69b3454a7c608190944f5455c8031d73 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35673337c8190b923159791ec27e3 |
completed | March 13, 2026, 12:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6284431c48190aa1553ff89f2239f |
completed | March 15, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69b629532cac8190b959adc0ef13305a |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62d9c287c8190a305f9d21517f913 |
completed | March 15, 2026, 3:55 a.m. |
Created at: March 12, 2026, 11:33 p.m.