Triple
T4469268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yunnan Military Academy |
E98453
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Liang Xingchu
Liang Xingchu was a prominent Chinese military commander of the People's Liberation Army who played key roles in several major campaigns during the Chinese Civil War and the Korean War.
|
E525538
|
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: Liang Xingchu | Statement: [Yunnan Military Academy, notableAlumnus, Liang Xingchu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liang Xingchu Context triple: [Yunnan Military Academy, notableAlumnus, Liang Xingchu]
-
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 Qixiang
Huang Qixiang was a Chinese military officer and revolutionary active in the early 20th century, known for his role in Republican-era military and political movements.
-
C.
Zeng Liansong
Zeng Liansong was a Chinese designer best known for creating the national flag of the People's Republic of China.
-
D.
Zhu Changluo
Zhu Changluo, better known by his temple name the Taichang Emperor, was a Ming dynasty emperor of China whose brief reign in 1620 was marked by political intrigue and a sudden, controversial death.
-
E.
Peng Yuchang
Peng Yuchang is a Chinese actor and singer known for his roles in popular youth films and television dramas.
- 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: Liang Xingchu Triple: [Yunnan Military Academy, notableAlumnus, Liang Xingchu]
Generated description
Liang Xingchu was a prominent Chinese military commander of the People's Liberation Army who played key roles in several major campaigns during the Chinese Civil War and the Korean War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liang Xingchu Target entity description: Liang Xingchu was a prominent Chinese military commander of the People's Liberation Army who played key roles in several major campaigns during the Chinese Civil War and the Korean War.
-
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 Qixiang
Huang Qixiang was a Chinese military officer and revolutionary active in the early 20th century, known for his role in Republican-era military and political movements.
-
C.
Zeng Liansong
Zeng Liansong was a Chinese designer best known for creating the national flag of the People's Republic of China.
-
D.
Zhu Changluo
Zhu Changluo, better known by his temple name the Taichang Emperor, was a Ming dynasty emperor of China whose brief reign in 1620 was marked by political intrigue and a sudden, controversial death.
-
E.
Peng Yuchang
Peng Yuchang is a Chinese actor and singer known for his roles in popular youth films and television dramas.
- 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_69bf91e444b081909d97eebf04d7f380 |
completed | March 22, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_69bf92a5202c8190b639cdd53346e364 |
completed | March 22, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf92c8b5ec8190bd2564ee2aa87b42 |
completed | March 22, 2026, 6:57 a.m. |
Created at: March 12, 2026, 11:34 p.m.