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 |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 10:23 a.m.