Triple

T9999861
Position Surface form Disambiguated ID Type / Status
Subject Louis Ozawa Changchien E197296 entity
Predicate familyName P18 FINISHED
Object Changchien
Changchien is a surname most notably associated with American actor Louis Ozawa Changchien, known for his roles in film and television.
E833929 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: Changchien | Statement: [Louis Ozawa Changchien, familyName, Changchien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Changchien
Context triple: [Louis Ozawa Changchien, familyName, Changchien]
  • A. Kook-Chun
    Kook-Chun is the family name of actor Shannon Kook, known for his roles in film and television.
  • B. Shaowu
    Shaowu is a county-level city in northwestern Fujian Province, China, known for its mountainous landscape and location along the upper reaches of the Min River.
  • C. Neidan
    Neidan is a traditional Daoist internal alchemy practice focused on refining body, mind, and spirit to achieve spiritual transformation and longevity.
  • D. Jianwu
    Jianwu was the era name marking the early reign of Emperor Guangwu, founder of the Eastern Han dynasty in ancient China.
  • E. Chi-Fu
    Chi-Fu is the pompous and bureaucratic imperial advisor in Disney's 1998 animated film "Mulan," often serving as a comedic antagonist to the protagonist's efforts.
  • 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: Changchien
Triple: [Louis Ozawa Changchien, familyName, Changchien]
Generated description
Changchien is a surname most notably associated with American actor Louis Ozawa Changchien, known for his roles in film and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Changchien
Target entity description: Changchien is a surname most notably associated with American actor Louis Ozawa Changchien, known for his roles in film and television.
  • A. Kook-Chun
    Kook-Chun is the family name of actor Shannon Kook, known for his roles in film and television.
  • B. Shaowu
    Shaowu is a county-level city in northwestern Fujian Province, China, known for its mountainous landscape and location along the upper reaches of the Min River.
  • C. Neidan
    Neidan is a traditional Daoist internal alchemy practice focused on refining body, mind, and spirit to achieve spiritual transformation and longevity.
  • D. Jianwu
    Jianwu was the era name marking the early reign of Emperor Guangwu, founder of the Eastern Han dynasty in ancient China.
  • E. Chi-Fu
    Chi-Fu is the pompous and bureaucratic imperial advisor in Disney's 1998 animated film "Mulan," often serving as a comedic antagonist to the protagonist's efforts.
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc8dc9c081909b6d20909ada09cf completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2584bd6cc8190841353847dd2f00c completed April 5, 2026, 12:40 p.m.
NEDg Description generation batch_69d259016fb08190aadf9d4cee0b42d7 completed April 5, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69d259a2e48481908bd8e4829f676618 completed April 5, 2026, 12:46 p.m.
Created at: March 30, 2026, 8:51 p.m.