Triple

T17087087
Position Surface form Disambiguated ID Type / Status
Subject Qi Jiguang E414625 entity
Predicate notableWork P4 FINISHED
Object Jixiao Xinshu
Jixiao Xinshu is a classic Ming dynasty Chinese military treatise that systematizes Qi Jiguang’s innovations in infantry tactics, training, and organization.
E1249108 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: Jixiao Xinshu | Statement: [Qi Jiguang, notableWork, Jixiao Xinshu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jixiao Xinshu
Context triple: [Qi Jiguang, notableWork, Jixiao Xinshu]
  • A. Quanxue Pian
    Quanxue Pian is a seminal late Qing reform treatise by statesman Zhang Zhidong that advocates combining traditional Confucian learning with Western practical knowledge to strengthen China.
  • B. Siku Quanshu
    Siku Quanshu is an enormous 18th-century Chinese imperial encyclopedia and library collection that systematically compiled, edited, and classified the major works of Chinese literature, history, philosophy, and classics.
  • C. Jingnan zhi yi
    Jingnan zhi yi was a civil war in early Ming dynasty China in which the Prince of Yan, Zhu Di, rebelled against his nephew the Jianwen Emperor and ultimately seized the throne as the Yongle Emperor.
  • D. Four Treasures of the Study
    The Four Treasures of the Study are the essential traditional tools of Chinese scholars and calligraphers—brush, ink, paper, and inkstone—central to the practice of writing and painting in East Asian culture.
  • E. Xiaoju Kuaizhi
    Xiaoju Kuaizhi is the Chinese technology company behind the Didi ride-hailing platform, operating a range of app-based transportation and mobility services.
  • 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: Jixiao Xinshu
Triple: [Qi Jiguang, notableWork, Jixiao Xinshu]
Generated description
Jixiao Xinshu is a classic Ming dynasty Chinese military treatise that systematizes Qi Jiguang’s innovations in infantry tactics, training, and organization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jixiao Xinshu
Target entity description: Jixiao Xinshu is a classic Ming dynasty Chinese military treatise that systematizes Qi Jiguang’s innovations in infantry tactics, training, and organization.
  • A. Quanxue Pian
    Quanxue Pian is a seminal late Qing reform treatise by statesman Zhang Zhidong that advocates combining traditional Confucian learning with Western practical knowledge to strengthen China.
  • B. Siku Quanshu
    Siku Quanshu is an enormous 18th-century Chinese imperial encyclopedia and library collection that systematically compiled, edited, and classified the major works of Chinese literature, history, philosophy, and classics.
  • C. Jingnan zhi yi
    Jingnan zhi yi was a civil war in early Ming dynasty China in which the Prince of Yan, Zhu Di, rebelled against his nephew the Jianwen Emperor and ultimately seized the throne as the Yongle Emperor.
  • D. Four Treasures of the Study
    The Four Treasures of the Study are the essential traditional tools of Chinese scholars and calligraphers—brush, ink, paper, and inkstone—central to the practice of writing and painting in East Asian culture.
  • E. Xiaoju Kuaizhi
    Xiaoju Kuaizhi is the Chinese technology company behind the Didi ride-hailing platform, operating a range of app-based transportation and mobility services.
  • 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_69d886cef44c8190ba56c44b4e863e64 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbe7ccb48190b8fb39e2a0ba0782 completed April 18, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ee651ec8190a37c5997f394d24b completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012ff7788c819086b2e6c0e382014c completed May 11, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0130dbe1f8819095b2d36882bf3287 completed May 11, 2026, 1:29 a.m.
Created at: April 10, 2026, 5:35 a.m.