Triple
T21378715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guo Boxiong |
E527283
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
PLA Xi'an Army Academy
PLA Xi'an Army Academy is a Chinese military educational institution in Xi'an that trains officers and commanders for the People's Liberation Army.
|
E1481012
|
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 Xi'an Army Academy | Statement: [Guo Boxiong, educatedAt, PLA Xi'an Army Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PLA Xi'an Army Academy Context triple: [Guo Boxiong, educatedAt, PLA Xi'an Army Academy]
-
A.
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.
-
B.
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.
-
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.
Tianjin Military Academy
Tianjin Military Academy was a late Qing and early Republican-era Chinese military school that trained many prominent military and political leaders, including Duan Qirui.
-
E.
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.
- 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 Xi'an Army Academy Triple: [Guo Boxiong, educatedAt, PLA Xi'an Army Academy]
Generated description
PLA Xi'an Army Academy is a Chinese military educational institution in Xi'an that trains officers and commanders for the People's Liberation Army.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PLA Xi'an Army Academy Target entity description: PLA Xi'an Army Academy is a Chinese military educational institution in Xi'an that trains officers and commanders for the People's Liberation Army.
-
A.
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.
-
B.
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.
-
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.
Tianjin Military Academy
Tianjin Military Academy was a late Qing and early Republican-era Chinese military school that trained many prominent military and political leaders, including Duan Qirui.
-
E.
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.
- 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_69e0b51f363c8190944000ab5523b02b |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b0cb138081909bcbf295483656cb |
completed | April 22, 2026, 11:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09b42274f0819092541d278a3a900c |
completed | May 17, 2026, 12:27 p.m. |
| NEDg | Description generation | batch_6a09b494bc348190b72a5e862b74711a |
completed | May 17, 2026, 12:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09b60be86c8190ba4e0890da8dadb1 |
completed | May 17, 2026, 12:35 p.m. |
Created at: April 16, 2026, 5:11 p.m.