Triple

T8052548
Position Surface form Disambiguated ID Type / Status
Subject Xu Guangqi E187708 entity
Predicate notableWork P4 FINISHED
Object Nongzheng Quanshu
Nongzheng Quanshu is a comprehensive agricultural treatise from late Ming China that systematically compiles and analyzes traditional farming techniques, irrigation methods, and rural economy.
E706928 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: Nongzheng Quanshu | Statement: [Xu Guangqi, notableWork, Nongzheng Quanshu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nongzheng Quanshu
Context triple: [Xu Guangqi, notableWork, Nongzheng Quanshu]
  • A. 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.
  • B. Hou Hanshu
    Hou Hanshu is an official history of the Eastern Han dynasty of China, compiled in the 5th century and renowned for its detailed accounts of politics, society, and foreign relations.
  • C. Chronicles of Huayang
    Chronicles of Huayang is an ancient Chinese regional history text that records the geography, culture, and historical events of the Sichuan and surrounding areas, including the Shu region associated with Shu Han.
  • D. Yongle Encyclopedia
    The Yongle Encyclopedia is a vast 15th-century Chinese imperial compendium that sought to collect and preserve the entirety of known knowledge, literature, and scholarship of its time.
  • E. Book of Lord Shang
    The Book of Lord Shang is an influential ancient Chinese political treatise that systematizes Legalist doctrines of strict laws, centralized power, and state control to strengthen the ruler’s authority.
  • 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: Nongzheng Quanshu
Triple: [Xu Guangqi, notableWork, Nongzheng Quanshu]
Generated description
Nongzheng Quanshu is a comprehensive agricultural treatise from late Ming China that systematically compiles and analyzes traditional farming techniques, irrigation methods, and rural economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nongzheng Quanshu
Target entity description: Nongzheng Quanshu is a comprehensive agricultural treatise from late Ming China that systematically compiles and analyzes traditional farming techniques, irrigation methods, and rural economy.
  • A. 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.
  • B. Hou Hanshu
    Hou Hanshu is an official history of the Eastern Han dynasty of China, compiled in the 5th century and renowned for its detailed accounts of politics, society, and foreign relations.
  • C. Chronicles of Huayang
    Chronicles of Huayang is an ancient Chinese regional history text that records the geography, culture, and historical events of the Sichuan and surrounding areas, including the Shu region associated with Shu Han.
  • D. Yongle Encyclopedia
    The Yongle Encyclopedia is a vast 15th-century Chinese imperial compendium that sought to collect and preserve the entirety of known knowledge, literature, and scholarship of its time.
  • E. Book of Lord Shang
    The Book of Lord Shang is an influential ancient Chinese political treatise that systematizes Legalist doctrines of strict laws, centralized power, and state control to strengthen the ruler’s authority.
  • 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_69ca82b15e948190a62fd7af5218426a completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3f7c425c8190aa1b2f534afeb58c completed March 31, 2026, 3:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc572058048190996fa77774bf44ba completed March 31, 2026, 11:22 p.m.
NEDg Description generation batch_69cc58edb31881909b6efd2fbbc2480e completed March 31, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cd22b188190b8a31e8e8ac8b98d completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:24 p.m.