Triple
T7724397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ma Xiaotian |
E175092
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
PLA Air Force Command College
The PLA Air Force Command College is a premier Chinese military institution responsible for training and educating senior officers of the People's Liberation Army Air Force in command, strategy, and operational leadership.
|
E684462
|
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 Air Force Command College | Statement: [Ma Xiaotian, educatedAt, PLA Air Force Command College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PLA Air Force Command College Context triple: [Ma Xiaotian, educatedAt, PLA Air Force Command College]
-
A.
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.
-
B.
Academy of Military Sciences of the PLA
The Academy of Military Sciences of the PLA is China’s premier military research institute responsible for developing doctrine, strategy, and scientific innovation for the People’s Liberation Army.
-
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.
Shenyang Aerospace University
Shenyang Aerospace University is a Chinese higher education institution specializing in aerospace engineering and related technical disciplines, located in the city of Shenyang.
-
E.
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.
- 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 Air Force Command College Triple: [Ma Xiaotian, educatedAt, PLA Air Force Command College]
Generated description
The PLA Air Force Command College is a premier Chinese military institution responsible for training and educating senior officers of the People's Liberation Army Air Force in command, strategy, and operational leadership.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PLA Air Force Command College Target entity description: The PLA Air Force Command College is a premier Chinese military institution responsible for training and educating senior officers of the People's Liberation Army Air Force in command, strategy, and operational leadership.
-
A.
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.
-
B.
Academy of Military Sciences of the PLA
The Academy of Military Sciences of the PLA is China’s premier military research institute responsible for developing doctrine, strategy, and scientific innovation for the People’s Liberation Army.
-
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.
Shenyang Aerospace University
Shenyang Aerospace University is a Chinese higher education institution specializing in aerospace engineering and related technical disciplines, located in the city of Shenyang.
-
E.
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.
- 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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7031279708190a3a5fb64f9206974 |
completed | March 27, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b51faa348190b4fa0b5a307c83db |
completed | March 29, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69c8b74ee6d081908454b2d4774a3a7b |
completed | March 29, 2026, 5:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b7af4c58819097360e89e7ea6062 |
completed | March 29, 2026, 5:25 a.m. |
Created at: March 27, 2026, 4:05 p.m.