Triple

T7384428
Position Surface form Disambiguated ID Type / Status
Subject Eastern Wu E170344 entity
Predicate notableBattle P259 FINISHED
Object Battle of Hefei
The Battle of Hefei was a series of key Three Kingdoms–era clashes in China between the state of Cao Wei and its rival Eastern Wu, centered on the strategically vital fortress city of Hefei.
E661705 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: Battle of Hefei | Statement: [Eastern Wu, notableBattle, Battle of Hefei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Hefei
Context triple: [Eastern Wu, notableBattle, Battle of Hefei]
  • A. 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.
  • B. Battle of Lichuan
    The Battle of Lichuan was a military engagement during the Chinese Civil War in which Nationalist forces sought to suppress Communist bases as part of the broader encirclement campaigns in Jiangxi.
  • C. Battle of Guangchang
    The Battle of Guangchang was a major 1934 clash between Chinese Communist forces and Chiang Kai-shek’s Nationalist army during the Fifth Encirclement Campaign, resulting in a costly Communist defeat that weakened the Jiangxi Soviet.
  • 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 Nanchang
    The Battle of Nanchang was a major 1939 military engagement between Chinese Nationalist forces and the Imperial Japanese Army during the Second Sino-Japanese War, notable for intense fighting over control of strategic transport and supply routes in Jiangxi province.
  • 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: Battle of Hefei
Triple: [Eastern Wu, notableBattle, Battle of Hefei]
Generated description
The Battle of Hefei was a series of key Three Kingdoms–era clashes in China between the state of Cao Wei and its rival Eastern Wu, centered on the strategically vital fortress city of Hefei.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Hefei
Target entity description: The Battle of Hefei was a series of key Three Kingdoms–era clashes in China between the state of Cao Wei and its rival Eastern Wu, centered on the strategically vital fortress city of Hefei.
  • A. 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.
  • B. Battle of Lichuan
    The Battle of Lichuan was a military engagement during the Chinese Civil War in which Nationalist forces sought to suppress Communist bases as part of the broader encirclement campaigns in Jiangxi.
  • C. Battle of Guangchang
    The Battle of Guangchang was a major 1934 clash between Chinese Communist forces and Chiang Kai-shek’s Nationalist army during the Fifth Encirclement Campaign, resulting in a costly Communist defeat that weakened the Jiangxi Soviet.
  • 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 Nanchang
    The Battle of Nanchang was a major 1939 military engagement between Chinese Nationalist forces and the Imperial Japanese Army during the Second Sino-Japanese War, notable for intense fighting over control of strategic transport and supply routes in Jiangxi province.
  • 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_69c68a5d0ed08190b6d361e68f813330 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1efe1308190b96eefbff56140be completed March 27, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c810e879e88190a421409194868587 completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c812025d28819081a9ea44b7036e8b completed March 28, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69c8125baee8819084a4008c791d7431 completed March 28, 2026, 5:39 p.m.
Created at: March 27, 2026, 3:08 p.m.