Triple

T6060943
Position Surface form Disambiguated ID Type / Status
Subject Neo-Confucianism E135029 entity
Predicate hasSubSchool P14190 FINISHED
Object Cheng-Zhu school
The Cheng-Zhu school is a major branch of Neo-Confucianism that systematized Confucian doctrine through the metaphysical and ethical teachings of Cheng Yi, Cheng Hao, and Zhu Xi.
E566367 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-Zhu school | Statement: [Neo-Confucianism, hasSubSchool, Cheng-Zhu school]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cheng-Zhu school
Context triple: [Neo-Confucianism, hasSubSchool, Cheng-Zhu school]
  • A. Xin'an School of Neo-Confucianism
    The Xin'an School of Neo-Confucianism is a regional Confucian intellectual tradition known for its emphasis on moral self-cultivation and practical governance, which developed among scholars in the Huizhou area of China.
  • B. Neo-Confucianism
    Neo-Confucianism is a later development of Confucian thought that integrated metaphysical and ethical ideas to shape the philosophical, educational, and social foundations of East Asian societies.
  • C. Zhu Xi
    Zhu Xi was a 12th-century Chinese philosopher and scholar whose synthesis of Confucian thought became the foundation of Neo-Confucianism and dominated East Asian intellectual life for centuries.
  • D. Confucianism
    Confucianism is an ancient Chinese philosophical and ethical system based on the teachings of Confucius, emphasizing moral virtue, social harmony, and proper conduct in personal and political life.
  • E. Cheng Hao
    Cheng Hao was an influential 11th-century Neo-Confucian philosopher of the Song dynasty, known for developing the School of Principle alongside his brother Cheng Yi and shaping later thinkers such as Zhu Xi.
  • 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-Zhu school
Triple: [Neo-Confucianism, hasSubSchool, Cheng-Zhu school]
Generated description
The Cheng-Zhu school is a major branch of Neo-Confucianism that systematized Confucian doctrine through the metaphysical and ethical teachings of Cheng Yi, Cheng Hao, and Zhu Xi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cheng-Zhu school
Target entity description: The Cheng-Zhu school is a major branch of Neo-Confucianism that systematized Confucian doctrine through the metaphysical and ethical teachings of Cheng Yi, Cheng Hao, and Zhu Xi.
  • A. Xin'an School of Neo-Confucianism
    The Xin'an School of Neo-Confucianism is a regional Confucian intellectual tradition known for its emphasis on moral self-cultivation and practical governance, which developed among scholars in the Huizhou area of China.
  • B. Neo-Confucianism
    Neo-Confucianism is a later development of Confucian thought that integrated metaphysical and ethical ideas to shape the philosophical, educational, and social foundations of East Asian societies.
  • C. Zhu Xi
    Zhu Xi was a 12th-century Chinese philosopher and scholar whose synthesis of Confucian thought became the foundation of Neo-Confucianism and dominated East Asian intellectual life for centuries.
  • D. Confucianism
    Confucianism is an ancient Chinese philosophical and ethical system based on the teachings of Confucius, emphasizing moral virtue, social harmony, and proper conduct in personal and political life.
  • E. Cheng Hao
    Cheng Hao was an influential 11th-century Neo-Confucian philosopher of the Song dynasty, known for developing the School of Principle alongside his brother Cheng Yi and shaping later thinkers such as Zhu Xi.
  • 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_69c00878d06881909ee78e88913bf890 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0571fcecc8190a68e0d0668bbbfa7 completed March 22, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d197dd08190bcc6904c7c2e41aa completed March 23, 2026, 10:59 a.m.
NEDg Description generation batch_69c11e4454948190a8f4643cb55e673a completed March 23, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69c11ec554688190bfe184608944a15e completed March 23, 2026, 11:06 a.m.
Created at: March 22, 2026, 4:10 p.m.