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.