Triple
T5369387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mao Xinyu |
E108808
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
PLA National Defence University
The PLA National Defence University is China’s premier military higher-education institution responsible for training senior officers and conducting advanced research in national defense and military strategy.
|
E515692
|
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: PLA National Defence University | Statement: [Mao Xinyu, educatedAt, PLA National Defence University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PLA National Defence University Context triple: [Mao Xinyu, educatedAt, PLA National Defence University]
-
A.
National Defence University
The National Defence University is Finland’s premier military higher education institution responsible for training officers and conducting defence-related research for the Finnish Defence Forces.
-
B.
Whampoa Military Academy
Whampoa Military Academy was a prominent military school in China, founded in 1924 near Guangzhou, that trained many of the key commanders of both the Nationalist and Communist forces during the Chinese Civil War.
-
C.
Baoding Military Academy
Baoding Military Academy was a prominent early 20th-century Chinese military school that trained many key Nationalist leaders and officers.
-
D.
Yunnan Military Academy
Yunnan Military Academy was an influential early 20th-century Chinese military school known for training many prominent revolutionary and military leaders, including future Communist commander Zhu De.
-
E.
Kim Il Sung Military University
Kim Il Sung Military University is a premier North Korean military academy in Pyongyang that trains the country’s elite military officers and political leadership.
- 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: PLA National Defence University Triple: [Mao Xinyu, educatedAt, PLA National Defence University]
Generated description
The PLA National Defence University is China’s premier military higher-education institution responsible for training senior officers and conducting advanced research in national defense and military strategy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PLA National Defence University Target entity description: The PLA National Defence University is China’s premier military higher-education institution responsible for training senior officers and conducting advanced research in national defense and military strategy.
-
A.
National Defence University
The National Defence University is Finland’s premier military higher education institution responsible for training officers and conducting defence-related research for the Finnish Defence Forces.
-
B.
Whampoa Military Academy
Whampoa Military Academy was a prominent military school in China, founded in 1924 near Guangzhou, that trained many of the key commanders of both the Nationalist and Communist forces during the Chinese Civil War.
-
C.
Baoding Military Academy
Baoding Military Academy was a prominent early 20th-century Chinese military school that trained many key Nationalist leaders and officers.
-
D.
Yunnan Military Academy
Yunnan Military Academy was an influential early 20th-century Chinese military school known for training many prominent revolutionary and military leaders, including future Communist commander Zhu De.
-
E.
Kim Il Sung Military University
Kim Il Sung Military University is a premier North Korean military academy in Pyongyang that trains the country’s elite military officers and political leadership.
- 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_69bd440c77948190aad2a5f39b7b80f5 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd86873e0c8190bf5ecede2cc2bd8b |
completed | March 20, 2026, 5:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf292c4d1c819088f7b977ac212688 |
completed | March 21, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_69bf29d11d2c819095ce493c8866f624 |
completed | March 21, 2026, 11:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2aa2a1688190bc41eb5e259d7d1f |
completed | March 21, 2026, 11:32 p.m. |
Created at: March 20, 2026, 2:02 p.m.