Triple
T5559747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sino-French War |
E145734
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Liu Yongfu
Liu Yongfu was a prominent 19th-century Chinese military leader and head of the Black Flag Army, noted for his resistance against French colonial forces in Vietnam.
|
E532296
|
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: Liu Yongfu | Statement: [Sino-French War, commander, Liu Yongfu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liu Yongfu Context triple: [Sino-French War, commander, Liu Yongfu]
-
A.
Peng Pai
Peng Pai was an influential early 20th-century Chinese communist leader and pioneer of the peasant movement in China.
-
B.
Zeng Chenggong
Zeng Chenggong, better known in the West as Koxinga, was a 17th-century Ming loyalist military leader who expelled the Dutch from Taiwan and established a Chinese regime on the island.
-
C.
Luo Ronghuan
Luo Ronghuan was a prominent Chinese Communist military leader and political figure who became one of the ten marshals of the People's Republic of China.
-
D.
Zuo Zongtang
Zuo Zongtang was a prominent late Qing dynasty statesman and military leader best known for his role in modernizing China’s military and suppressing major rebellions during the Self-Strengthening Movement.
-
E.
Chen Xizeng
Chen Xizeng was a Chinese military officer and notable graduate of the Yunnan Military Academy who participated in early 20th-century military and political affairs in China.
- 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: Liu Yongfu Triple: [Sino-French War, commander, Liu Yongfu]
Generated description
Liu Yongfu was a prominent 19th-century Chinese military leader and head of the Black Flag Army, noted for his resistance against French colonial forces in Vietnam.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liu Yongfu Target entity description: Liu Yongfu was a prominent 19th-century Chinese military leader and head of the Black Flag Army, noted for his resistance against French colonial forces in Vietnam.
-
A.
Peng Pai
Peng Pai was an influential early 20th-century Chinese communist leader and pioneer of the peasant movement in China.
-
B.
Zeng Chenggong
Zeng Chenggong, better known in the West as Koxinga, was a 17th-century Ming loyalist military leader who expelled the Dutch from Taiwan and established a Chinese regime on the island.
-
C.
Luo Ronghuan
Luo Ronghuan was a prominent Chinese Communist military leader and political figure who became one of the ten marshals of the People's Republic of China.
-
D.
Zuo Zongtang
Zuo Zongtang was a prominent late Qing dynasty statesman and military leader best known for his role in modernizing China’s military and suppressing major rebellions during the Self-Strengthening Movement.
-
E.
Chen Xizeng
Chen Xizeng was a Chinese military officer and notable graduate of the Yunnan Military Academy who participated in early 20th-century military and political affairs in China.
- 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_69c008fcaf788190bafa02a1917ee73b |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020167afc8190b0c518907cd0d99b |
completed | March 22, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c028424ddc8190869b530a8eb43f50 |
completed | March 22, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c0349f64c0819083b39d8b7960a393 |
completed | March 22, 2026, 6:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0354e95808190b4386e2796291dba |
completed | March 22, 2026, 6:30 p.m. |
Created at: March 22, 2026, 3:36 p.m.