Triple

T858876
Position Surface form Disambiguated ID Type / Status
Subject Liu Bocheng E18554 entity
Predicate battle P12 FINISHED
Object 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.
E102062 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: Huaihai Campaign | Statement: [Liu Bocheng, battle, Huaihai Campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huaihai Campaign
Context triple: [Liu Bocheng, battle, Huaihai Campaign]
  • A. 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.
  • B. 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.
  • C. Battle of Beiping–Tianjin
    The Battle of Beiping–Tianjin was an early major campaign of the Second Sino-Japanese War in 1937, in which Japanese forces captured the key northern Chinese cities of Beiping (Beijing) and Tianjin.
  • 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. Battle of Wuhan
    The Battle of Wuhan was a major 1938 military confrontation between Chinese and Japanese forces during the Second Sino-Japanese War, notable for its scale and heavy casualties.
  • 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: Huaihai Campaign
Triple: [Liu Bocheng, battle, Huaihai Campaign]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huaihai Campaign
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Battle of Beiping–Tianjin
    The Battle of Beiping–Tianjin was an early major campaign of the Second Sino-Japanese War in 1937, in which Japanese forces captured the key northern Chinese cities of Beiping (Beijing) and Tianjin.
  • 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. Battle of Wuhan
    The Battle of Wuhan was a major 1938 military confrontation between Chinese and Japanese forces during the Second Sino-Japanese War, notable for its scale and heavy casualties.
  • 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_69a7a3c3d2fc8190b9f76d31528feeb6 completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a558c1308190810a139ad24dfc9d completed March 4, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7a5e744188190ae30544753fb9399 completed March 4, 2026, 3:24 a.m.
Created at: March 1, 2026, 7:39 p.m.