Triple

T1749494
Position Surface form Disambiguated ID Type / Status
Subject Spectral E38405 entity
Predicate castMember P1668 FINISHED
Object Louis Ozawa Changchien
Louis Ozawa Changchien is an American actor known for his roles in films like "Predators" and "The Bourne Legacy" as well as various television series.
E197296 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: Louis Ozawa Changchien | Statement: [Spectral, castMember, Louis Ozawa Changchien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Ozawa Changchien
Context triple: [Spectral, castMember, Louis Ozawa Changchien]
  • A. Lien Chan
    Lien Chan is a Taiwanese politician who served as Vice President of the Republic of China and later became chairman of the Kuomintang party.
  • B. Peng Chun Chang
    Peng Chun Chang was a Chinese diplomat, philosopher, and educator who played a key role in shaping the philosophical foundations of the Universal Declaration of Human Rights.
  • C. Charles C. Tan
    Charles C. Tan was a notable benefactor and alumnus of the University of California, Berkeley, for whom the university’s chemical engineering building, Tan Hall, is named.
  • D. Jisaburō Ozawa
    Jisaburō Ozawa was a Japanese admiral in the Imperial Japanese Navy during World War II, known for commanding the fleet in several major Pacific battles and for his role in Japan’s final large-scale naval engagements.
  • E. Chiang Chieh-shih
    Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of 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: Louis Ozawa Changchien
Triple: [Spectral, castMember, Louis Ozawa Changchien]
Generated description
Louis Ozawa Changchien is an American actor known for his roles in films like "Predators" and "The Bourne Legacy" as well as various television series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Ozawa Changchien
Target entity description: Louis Ozawa Changchien is an American actor known for his roles in films like "Predators" and "The Bourne Legacy" as well as various television series.
  • A. Lien Chan
    Lien Chan is a Taiwanese politician who served as Vice President of the Republic of China and later became chairman of the Kuomintang party.
  • B. Peng Chun Chang
    Peng Chun Chang was a Chinese diplomat, philosopher, and educator who played a key role in shaping the philosophical foundations of the Universal Declaration of Human Rights.
  • C. Charles C. Tan
    Charles C. Tan was a notable benefactor and alumnus of the University of California, Berkeley, for whom the university’s chemical engineering building, Tan Hall, is named.
  • D. Jisaburō Ozawa
    Jisaburō Ozawa was a Japanese admiral in the Imperial Japanese Navy during World War II, known for commanding the fleet in several major Pacific battles and for his role in Japan’s final large-scale naval engagements.
  • E. Chiang Chieh-shih
    Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63ee4d2081909dfd6d3244228c56 completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0e40cb88190953c639ee2464a54 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a2fb9481909d9ed587921ca6b6 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada4dfc9188190845a4e4490318d68 completed March 8, 2026, 4:33 p.m.
Created at: March 4, 2026, 7:31 p.m.