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.