Triple
T858878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liu Bocheng |
E18554
|
entity |
| Predicate | battle |
P12
|
FINISHED |
| Object |
Liu-Deng Army campaigns in Central Plains
The Liu-Deng Army campaigns in the Central Plains were a series of major Chinese Civil War operations led by Liu Bocheng and Deng Xiaoping that broke Nationalist control in central China and paved the way for Communist victory.
|
E104513
|
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-Deng Army campaigns in Central Plains | Statement: [Liu Bocheng, battle, Liu-Deng Army campaigns in Central Plains]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liu-Deng Army campaigns in Central Plains Context triple: [Liu Bocheng, battle, Liu-Deng Army campaigns in Central Plains]
-
A.
Dabie Mountains Campaign
The Dabie Mountains Campaign was a major Chinese Civil War offensive in 1947 in which Communist forces, led in part by Liu Bocheng, penetrated deep into Nationalist-held central China to establish a strategic base area.
-
B.
Huaihai Campaign
The Huaihai Campaign was a decisive large-scale military offensive during the Chinese Civil War in 1948–1949 that led to a major Communist victory over Nationalist forces and significantly shifted the balance of power in China.
-
C.
Central China Front
The Central China Front was a major Japanese military formation responsible for conducting operations in central China during the Second Sino-Japanese War, including the Wuhan campaign.
-
D.
Wuhan campaign
The Wuhan campaign was a major 1938 military operation in central China during the Second Sino-Japanese War, marked by large-scale battles and heavy casualties as Japan sought to capture the strategic city of Wuhan.
-
E.
Chinese Civil War (early phase)
The early phase of the Chinese Civil War was a protracted conflict in the 1920s–1930s between the Chinese Nationalist Party (Kuomintang) and the Chinese Communist Party that shaped the political and military landscape of Republican-era China before the Second World War.
- 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-Deng Army campaigns in Central Plains Triple: [Liu Bocheng, battle, Liu-Deng Army campaigns in Central Plains]
Generated description
The Liu-Deng Army campaigns in the Central Plains were a series of major Chinese Civil War operations led by Liu Bocheng and Deng Xiaoping that broke Nationalist control in central China and paved the way for Communist victory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liu-Deng Army campaigns in Central Plains Target entity description: The Liu-Deng Army campaigns in the Central Plains were a series of major Chinese Civil War operations led by Liu Bocheng and Deng Xiaoping that broke Nationalist control in central China and paved the way for Communist victory.
-
A.
Dabie Mountains Campaign
chosen
The Dabie Mountains Campaign was a major Chinese Civil War offensive in 1947 in which Communist forces, led in part by Liu Bocheng, penetrated deep into Nationalist-held central China to establish a strategic base area.
-
B.
Huaihai Campaign
The Huaihai Campaign was a decisive large-scale military offensive during the Chinese Civil War in 1948–1949 that led to a major Communist victory over Nationalist forces and significantly shifted the balance of power in China.
-
C.
Central China Front
The Central China Front was a major Japanese military formation responsible for conducting operations in central China during the Second Sino-Japanese War, including the Wuhan campaign.
-
D.
Wuhan campaign
The Wuhan campaign was a major 1938 military operation in central China during the Second Sino-Japanese War, marked by large-scale battles and heavy casualties as Japan sought to capture the strategic city of Wuhan.
-
E.
Chinese Civil War (early phase)
The early phase of the Chinese Civil War was a protracted conflict in the 1920s–1930s between the Chinese Nationalist Party (Kuomintang) and the Chinese Communist Party that shaped the political and military landscape of Republican-era China before the Second World War.
- F. None of above.
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_69a4938bdd3c8190a954a3c11844d9cf |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac50e5ec81908ac0c4b7123b4ebb |
completed | March 1, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7c018d28881909a3f032e1435970a |
completed | March 4, 2026, 5:16 a.m. |
| NEDg | Description generation | batch_69a7c21c20688190b7cc593aeb232683 |
completed | March 4, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7c28c20888190a4d81b45477086bc |
completed | March 4, 2026, 5:26 a.m. |
Created at: March 1, 2026, 7:39 p.m.