Triple

T858877
Position Surface form Disambiguated ID Type / Status
Subject Liu Bocheng E18554 entity
Predicate battle P12 FINISHED
Object 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.
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: Dabie Mountains Campaign | Statement: [Liu Bocheng, battle, Dabie Mountains Campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dabie Mountains Campaign
Context triple: [Liu Bocheng, battle, Dabie Mountains Campaign]
  • A. 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.
  • B. 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.
  • C. Battle of Xuzhou
    The Battle of Xuzhou was a major 1938 campaign in the Second Sino-Japanese War in which Japanese forces encircled and captured the strategic rail hub of Xuzhou after heavy fighting against Chinese Nationalist troops.
  • D. Battle of Changde
    The Battle of Changde was a major World War II clash in 1943 between Chinese and Japanese forces in Hunan province, notable for intense urban combat, heavy casualties, and the use of chemical weapons by Japan.
  • E. Battle of Taierzhuang
    The Battle of Taierzhuang was a major 1938 Chinese victory over Japanese forces during the Second Sino-Japanese War, notable for boosting Chinese morale and demonstrating effective resistance against Japan’s previously overwhelming advances.
  • 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: Dabie Mountains Campaign
Triple: [Liu Bocheng, battle, Dabie Mountains Campaign]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dabie Mountains Campaign
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Battle of Xuzhou
    The Battle of Xuzhou was a major 1938 campaign in the Second Sino-Japanese War in which Japanese forces encircled and captured the strategic rail hub of Xuzhou after heavy fighting against Chinese Nationalist troops.
  • D. Battle of Changde
    The Battle of Changde was a major World War II clash in 1943 between Chinese and Japanese forces in Hunan province, notable for intense urban combat, heavy casualties, and the use of chemical weapons by Japan.
  • E. Battle of Taierzhuang
    The Battle of Taierzhuang was a major 1938 Chinese victory over Japanese forces during the Second Sino-Japanese War, notable for boosting Chinese morale and demonstrating effective resistance against Japan’s previously overwhelming advances.
  • 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_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_69a7b8494840819091324bf603ff8d7c completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7bc1acf708190aa86cd5eca101966 completed March 4, 2026, 4:59 a.m.
NED2 Entity disambiguation (via description) batch_69a7bc96dd2881909310147292b99023 completed March 4, 2026, 5:01 a.m.
Created at: March 1, 2026, 7:39 p.m.