Triple

T2212625
Position Surface form Disambiguated ID Type / Status
Subject Beiyang Fleet E50951 entity
Predicate partOf P40 FINISHED
Object Imperial Chinese Navy
The Imperial Chinese Navy was the late Qing dynasty's modern naval force, established in the 19th century as part of China’s efforts to build a Western-style military and defend its maritime interests.
E50951 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: Imperial Chinese Navy | Statement: [Beiyang Fleet, partOf, Imperial Chinese Navy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imperial Chinese Navy
Context triple: [Beiyang Fleet, partOf, Imperial Chinese Navy]
  • A. 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.
  • B. Republic of China Navy
    The Republic of China Navy is Taiwan’s maritime military force, responsible for defending its territorial waters and sea lanes, particularly in the sensitive Taiwan Strait region.
  • C. Republic of China Marine Corps
    The Republic of China Marine Corps is the amphibious warfare branch of Taiwan’s military, specializing in rapid deployment, coastal defense, and island-based operations.
  • D. 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.
  • E. Korean People's Navy
    The Korean People's Navy is the maritime warfare branch of North Korea's armed forces, responsible for coastal defense, patrol, and limited blue-water operations.
  • 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: Imperial Chinese Navy
Triple: [Beiyang Fleet, partOf, Imperial Chinese Navy]
Generated description
The Imperial Chinese Navy was the late Qing dynasty's modern naval force, established in the 19th century as part of China’s efforts to build a Western-style military and defend its maritime interests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imperial Chinese Navy
Target entity description: The Imperial Chinese Navy was the late Qing dynasty's modern naval force, established in the 19th century as part of China’s efforts to build a Western-style military and defend its maritime interests.
  • A. Beiyang Fleet chosen
    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.
  • B. Republic of China Navy
    The Republic of China Navy is Taiwan’s maritime military force, responsible for defending its territorial waters and sea lanes, particularly in the sensitive Taiwan Strait region.
  • C. Republic of China Marine Corps
    The Republic of China Marine Corps is the amphibious warfare branch of Taiwan’s military, specializing in rapid deployment, coastal defense, and island-based operations.
  • D. 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.
  • E. Korean People's Navy
    The Korean People's Navy is the maritime warfare branch of North Korea's armed forces, responsible for coastal defense, patrol, and limited blue-water operations.
  • 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfee6ae48190825ca792e8f99946 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae655245c48190a37f4b6344a9a3dc completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66579c008190876ce89581337293 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae668ef8bc819085ed1c83f447d396 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:46 p.m.