Triple
T1830901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beiyang Army factions |
E40758
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Beiyang Army
The Beiyang Army was a powerful, modernized military force of late Qing and early Republican China that played a decisive role in the 1911 Revolution and subsequent warlord era.
|
E203498
|
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: Beiyang Army | Statement: [Beiyang Army factions, partOf, Beiyang Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beiyang Army Context triple: [Beiyang Army factions, partOf, Beiyang Army]
-
A.
Qing army
The Qing army was the imperial military force of China's last dynasty, tasked with defending Manchu rule until its collapse in the early 20th century.
-
B.
Chinese Northeastern Army
The Chinese Northeastern Army was the regional military force of Zhang Xueliang that defended Manchuria and later played a key role in early Chinese resistance to Japanese expansion in the 1930s.
-
C.
Beiyang Fleet
The Beiyang Fleet was the late Qing dynasty’s principal modern naval force, which suffered devastating losses to Japan in the First Sino-Japanese War, marking a turning point in East Asian naval power.
-
D.
Zhili clique
The Zhili clique was a powerful warlord faction that controlled much of northern China during the early Republic era, competing with rival cliques for dominance before being defeated by the Nationalist government.
-
E.
Yunnan Army
The Yunnan Army was a regional military force of China's Yunnan province that played a significant role in early 20th-century Chinese military and revolutionary history.
- 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: Beiyang Army Triple: [Beiyang Army factions, partOf, Beiyang Army]
Generated description
The Beiyang Army was a powerful, modernized military force of late Qing and early Republican China that played a decisive role in the 1911 Revolution and subsequent warlord era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beiyang Army Target entity description: The Beiyang Army was a powerful, modernized military force of late Qing and early Republican China that played a decisive role in the 1911 Revolution and subsequent warlord era.
-
A.
Qing army
The Qing army was the imperial military force of China's last dynasty, tasked with defending Manchu rule until its collapse in the early 20th century.
-
B.
Chinese Northeastern Army
The Chinese Northeastern Army was the regional military force of Zhang Xueliang that defended Manchuria and later played a key role in early Chinese resistance to Japanese expansion in the 1930s.
-
C.
Beiyang Fleet
The Beiyang Fleet was the late Qing dynasty’s principal modern naval force, which suffered devastating losses to Japan in the First Sino-Japanese War, marking a turning point in East Asian naval power.
-
D.
Zhili clique
The Zhili clique was a powerful warlord faction that controlled much of northern China during the early Republic era, competing with rival cliques for dominance before being defeated by the Nationalist government.
-
E.
Yunnan Army
The Yunnan Army was a regional military force of China's Yunnan province that played a significant role in early 20th-century Chinese military and revolutionary history.
- 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_69a8864644bc8190b2358ab897194ac1 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0144cc08190abd1a6cf44e64daf |
completed | March 7, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf6d49988190b8cb1773609a379b |
completed | March 8, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69adc07fff60819092b10dd0e417ac5a |
completed | March 8, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adc0fd79c48190864f53a90517edc6 |
completed | March 8, 2026, 6:33 p.m. |
Created at: March 4, 2026, 7:32 p.m.