Triple

T17999746
Position Surface form Disambiguated ID Type / Status
Subject Zhu Guangya E430594 entity
Predicate employer P7 FINISHED
Object Second Ministry of Machine-Building of China
The Second Ministry of Machine-Building of China was a former government ministry responsible primarily for overseeing the country’s nuclear industry and related defense technologies.
E1300652 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: Second Ministry of Machine-Building of China | Statement: [Zhu Guangya, employer, Second Ministry of Machine-Building of China]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Second Ministry of Machine-Building of China
Context triple: [Zhu Guangya, employer, Second Ministry of Machine-Building of China]
  • A. Tianjin Machine Factory
    Tianjin Machine Factory was a key late Qing dynasty industrial enterprise in Tianjin, China, established as part of Li Hongzhang’s efforts to modernize the country’s military and industrial capabilities.
  • B. Xi’an Aircraft Industrial Corporation
    Xi’an Aircraft Industrial Corporation is a major Chinese aerospace manufacturer known for producing military aircraft, including bombers and transport planes, for the People’s Liberation Army Air Force.
  • C. Shenyang Aircraft Corporation
    Shenyang Aircraft Corporation is a major Chinese aerospace manufacturer known for producing military fighter aircraft and other aviation products, and is a key subsidiary of the state-owned AVIC group.
  • D. Zhongyuan Guanhua
    Zhongyuan Guanhua is a major dialect group of Mandarin Chinese spoken primarily in China’s Central Plains region, including parts of Henan, Shanxi, Shaanxi, and surrounding areas.
  • E. Jiangnan Arsenal
    Jiangnan Arsenal was a major 19th-century Chinese industrial and military complex in Shanghai that produced modern weapons and machinery as part of Qing China's early modernization 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: Second Ministry of Machine-Building of China
Triple: [Zhu Guangya, employer, Second Ministry of Machine-Building of China]
Generated description
The Second Ministry of Machine-Building of China was a former government ministry responsible primarily for overseeing the country’s nuclear industry and related defense technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Second Ministry of Machine-Building of China
Target entity description: The Second Ministry of Machine-Building of China was a former government ministry responsible primarily for overseeing the country’s nuclear industry and related defense technologies.
  • A. Tianjin Machine Factory
    Tianjin Machine Factory was a key late Qing dynasty industrial enterprise in Tianjin, China, established as part of Li Hongzhang’s efforts to modernize the country’s military and industrial capabilities.
  • B. Xi’an Aircraft Industrial Corporation
    Xi’an Aircraft Industrial Corporation is a major Chinese aerospace manufacturer known for producing military aircraft, including bombers and transport planes, for the People’s Liberation Army Air Force.
  • C. Shenyang Aircraft Corporation
    Shenyang Aircraft Corporation is a major Chinese aerospace manufacturer known for producing military fighter aircraft and other aviation products, and is a key subsidiary of the state-owned AVIC group.
  • D. Zhongyuan Guanhua
    Zhongyuan Guanhua is a major dialect group of Mandarin Chinese spoken primarily in China’s Central Plains region, including parts of Henan, Shanxi, Shaanxi, and surrounding areas.
  • E. Jiangnan Arsenal
    Jiangnan Arsenal was a major 19th-century Chinese industrial and military complex in Shanghai that produced modern weapons and machinery as part of Qing China's early modernization 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_69d8b90364248190a37381adea932f42 completed April 10, 2026, 8:46 a.m.
NER Named-entity recognition batch_69e4b3e75e908190a6ff6a3ec6069ff5 completed April 19, 2026, 10:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0337b29fe08190a5142e049d401494 completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a033ca6a2608190a391694153070cc8 completed May 12, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_6a033d6bf3f48190ac141febc04608f6 completed May 12, 2026, 2:47 p.m.
Created at: April 10, 2026, 10:23 a.m.