Triple
T4469281
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yunnan Military Academy |
E98453
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Liao Hansheng
Liao Hansheng was a Chinese military and political figure who rose to prominence as a senior officer in the People’s Liberation Army and later held important posts in the government of the People’s Republic of China.
|
E526155
|
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: Liao Hansheng | Statement: [Yunnan Military Academy, notableAlumnus, Liao Hansheng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liao Hansheng Context triple: [Yunnan Military Academy, notableAlumnus, Liao Hansheng]
-
A.
Liu Xianshi
Liu Xianshi was a Chinese military and political figure from Yunnan who rose to prominence as a warlord during the early Republican era.
-
B.
Huang Xiansheng
Huang Xiansheng was a Chinese military figure and graduate of the Yunnan Military Academy, an institution known for training many influential officers in modern Chinese history.
-
C.
Liang Rengong
Liang Rengong is another name for Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual.
-
D.
Liang Xiaosheng
Liang Xiaosheng is a prominent Chinese writer and scholar best known for his realist novels depicting ordinary people's lives in contemporary China.
-
E.
Jin Liqun
Jin Liqun is a Chinese politician and banker who became the founding president of the Asian Infrastructure Investment Bank, playing a key role in shaping its strategy and global profile.
- 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: Liao Hansheng Triple: [Yunnan Military Academy, notableAlumnus, Liao Hansheng]
Generated description
Liao Hansheng was a Chinese military and political figure who rose to prominence as a senior officer in the People’s Liberation Army and later held important posts in the government of the People’s Republic of China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liao Hansheng Target entity description: Liao Hansheng was a Chinese military and political figure who rose to prominence as a senior officer in the People’s Liberation Army and later held important posts in the government of the People’s Republic of China.
-
A.
Liu Xianshi
Liu Xianshi was a Chinese military and political figure from Yunnan who rose to prominence as a warlord during the early Republican era.
-
B.
Huang Xiansheng
Huang Xiansheng was a Chinese military figure and graduate of the Yunnan Military Academy, an institution known for training many influential officers in modern Chinese history.
-
C.
Liang Rengong
Liang Rengong is another name for Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual.
-
D.
Liang Xiaosheng
Liang Xiaosheng is a prominent Chinese writer and scholar best known for his realist novels depicting ordinary people's lives in contemporary China.
-
E.
Jin Liqun
Jin Liqun is a Chinese politician and banker who became the founding president of the Asian Infrastructure Investment Bank, playing a key role in shaping its strategy and global profile.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3569cd03c8190927c596bedb45ac8 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfaf26c0e481909f54973d30da3ef4 |
completed | March 22, 2026, 8:58 a.m. |
| NEDg | Description generation | batch_69bfafef20008190889d9f90a91314b9 |
completed | March 22, 2026, 9:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfb037ea9c819094e14419ec060018 |
completed | March 22, 2026, 9:02 a.m. |
Created at: March 12, 2026, 11:34 p.m.