Triple

T10470108
Position Surface form Disambiguated ID Type / Status
Subject Biutiful E246901 entity
Predicate castMember P1668 FINISHED
Object Cheng Tai Shen
Cheng Tai Shen is an actor known for his role in the critically acclaimed Mexican drama film "Biutiful."
E864609 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: Cheng Tai Shen | Statement: [Biutiful, castMember, Cheng Tai Shen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cheng Tai Shen
Context triple: [Biutiful, castMember, Cheng Tai Shen]
  • A. Shen Te
    Shen Te is the central character in Bertolt Brecht’s play "The Good Person of Szechwan," a compassionate but struggling woman whose attempts to live morally in a corrupt society force her to adopt a harsher alter ego.
  • B. Pai Mei
    Pai Mei is a legendary, ruthless martial arts master in Quentin Tarantino’s Kill Bill saga, known for his brutal training methods and near-mythic fighting skills.
  • C. Lin Sen
    Lin Sen was a Chinese politician who served as the chairman of the National Government of the Republic of China during the turbulent years leading up to and including much of the Second Sino-Japanese War.
  • D. Li Chu
    Li Chu, better known as Emperor Daizong of Tang, was a Chinese emperor who ruled during the mid-Tang dynasty and worked to restore stability after the An Lushan Rebellion.
  • E. Kong Lin
    Kong Lin is the historic family cemetery of Confucius and his descendants in Qufu, Shandong, and a major Confucian cultural heritage site in China.
  • 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: Cheng Tai Shen
Triple: [Biutiful, castMember, Cheng Tai Shen]
Generated description
Cheng Tai Shen is an actor known for his role in the critically acclaimed Mexican drama film "Biutiful."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cheng Tai Shen
Target entity description: Cheng Tai Shen is an actor known for his role in the critically acclaimed Mexican drama film "Biutiful."
  • A. Shen Te
    Shen Te is the central character in Bertolt Brecht’s play "The Good Person of Szechwan," a compassionate but struggling woman whose attempts to live morally in a corrupt society force her to adopt a harsher alter ego.
  • B. Pai Mei
    Pai Mei is a legendary, ruthless martial arts master in Quentin Tarantino’s Kill Bill saga, known for his brutal training methods and near-mythic fighting skills.
  • C. Lin Sen
    Lin Sen was a Chinese politician who served as the chairman of the National Government of the Republic of China during the turbulent years leading up to and including much of the Second Sino-Japanese War.
  • D. Li Chu
    Li Chu, better known as Emperor Daizong of Tang, was a Chinese emperor who ruled during the mid-Tang dynasty and worked to restore stability after the An Lushan Rebellion.
  • E. Kong Lin
    Kong Lin is the historic family cemetery of Confucius and his descendants in Qufu, Shandong, and a major Confucian cultural heritage site in China.
  • 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5092fa6048190b26d481ddc3e3ec2 completed April 7, 2026, 1:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d89ffdfd988190a37b3444d096e678 completed April 10, 2026, 7 a.m.
NEDg Description generation batch_69d8a166404881909c28141fefea2936 completed April 10, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69d8a2c550ac81908444c6abfe14698a completed April 10, 2026, 7:12 a.m.
Created at: April 6, 2026, 12:20 p.m.