Triple
T8703411
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duan Qirui |
E206587
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
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.
|
E751412
|
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: Tianjin Military Academy | Statement: [Duan Qirui, education, Tianjin Military Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tianjin Military Academy Context triple: [Duan Qirui, education, Tianjin Military Academy]
-
A.
Baoding Military Academy
Baoding Military Academy was a prominent early 20th-century Chinese military school that trained many key Nationalist leaders and officers.
-
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.
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.
-
D.
Peiyang University
Peiyang University was the original name of Tianjin University, one of China’s earliest and most prestigious modern higher education institutions.
-
E.
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.
- 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: Tianjin Military Academy Triple: [Duan Qirui, education, Tianjin Military Academy]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tianjin Military Academy Target entity description: 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.
-
A.
Baoding Military Academy
Baoding Military Academy was a prominent early 20th-century Chinese military school that trained many key Nationalist leaders and officers.
-
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.
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.
-
D.
Peiyang University
Peiyang University was the original name of Tianjin University, one of China’s earliest and most prestigious modern higher education institutions.
-
E.
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.
- 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_69ca835645e881908f00e3c8b51da81d |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc58fa0a208190a520e0e1f7faaea9 |
completed | March 31, 2026, 11:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef41e3ec08190b29adf483cdf8cc3 |
completed | April 2, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69cef68b33948190a259870e320da5e5 |
completed | April 2, 2026, 11:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef6fb42e48190b09d49d3a2fee4ae |
completed | April 2, 2026, 11:08 p.m. |
Created at: March 30, 2026, 6:34 p.m.