Triple

T4459876
Position Surface form Disambiguated ID Type / Status
Subject Zhang Yimou E98225 entity
Predicate educatedAt P5 FINISHED
Object Beijing Film Academy
Beijing Film Academy is China’s premier film school and a leading institution for training many of the country’s most influential directors, cinematographers, and actors.
 E443063 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: Beijing Film Academy | Statement: [Zhang Yimou, educatedAt, Beijing Film Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beijing Film Academy
Context triple: [Zhang Yimou, educatedAt, Beijing Film Academy]
  • A. Shanghai Institute of Visual Arts
    Shanghai Institute of Visual Arts is a specialized higher education institution in Shanghai focusing on visual arts, design, and related creative disciplines.
  • B. China Academy of Art
    China Academy of Art is one of China’s most prestigious and influential art universities, renowned for its fine arts, design, and new media programs.
  • C. Beijing Language and Culture University
    Beijing Language and Culture University is a prominent Chinese institution in Beijing specializing in teaching Chinese language and culture to international students and conducting related linguistic and cultural research.
  • D. Escuela Internacional de Cine y Televisión
    Escuela Internacional de Cine y Televisión is a renowned film and television school in Cuba known for its international student body and influential role in Latin American and global cinema education.
  • E. Guangzhou Academy of Fine Arts
    Guangzhou Academy of Fine Arts is a leading Chinese art and design university renowned for its contributions to contemporary visual arts and creative design, including high-profile projects such as national mascots.
  • 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: Beijing Film Academy
Triple: [Zhang Yimou, educatedAt, Beijing Film Academy]
Generated description
Beijing Film Academy is China’s premier film school and a leading institution for training many of the country’s most influential directors, cinematographers, and actors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beijing Film Academy
Target entity description: Beijing Film Academy is China’s premier film school and a leading institution for training many of the country’s most influential directors, cinematographers, and actors.
  • A. Shanghai Institute of Visual Arts
    Shanghai Institute of Visual Arts is a specialized higher education institution in Shanghai focusing on visual arts, design, and related creative disciplines.
  • B. China Academy of Art
    China Academy of Art is one of China’s most prestigious and influential art universities, renowned for its fine arts, design, and new media programs.
  • C. Beijing Language and Culture University
    Beijing Language and Culture University is a prominent Chinese institution in Beijing specializing in teaching Chinese language and culture to international students and conducting related linguistic and cultural research.
  • D. Escuela Internacional de Cine y Televisión
    Escuela Internacional de Cine y Televisión is a renowned film and television school in Cuba known for its international student body and influential role in Latin American and global cinema education.
  • E. Guangzhou Academy of Fine Arts
    Guangzhou Academy of Fine Arts is a leading Chinese art and design university renowned for its contributions to contemporary visual arts and creative design, including high-profile projects such as national mascots.
  • 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_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.