Triple

T15155663
Position Surface form Disambiguated ID Type / Status
Subject China Maritime Studies Institute E362065 entity
Predicate topic P261 FINISHED
Object China's maritime militia
China's maritime militia is a state-organized but ostensibly civilian fleet that Beijing uses to assert its maritime claims, conduct gray-zone operations, and support the Chinese navy and coast guard in the South and East China Seas.
E1140350 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: China's maritime militia | Statement: [China Maritime Studies Institute, topic, China's maritime militia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: China's maritime militia
Context triple: [China Maritime Studies Institute, topic, China's maritime militia]
  • A. South China Sea maritime claims
    The South China Sea maritime claims are overlapping territorial and resource assertions by multiple countries over waters and features in the South China Sea, forming one of the world’s most complex and contentious maritime disputes.
  • B. China Marine
    China Marine is a memoir by E.B. Sledge recounting his experiences as a U.S. Marine in the Pacific Theater during World War II and his postwar service in China.
  • C. China Coast Guard
    The China Coast Guard is a maritime law enforcement agency of the People's Republic of China responsible for enforcing maritime laws, safeguarding maritime rights, and asserting China's territorial and jurisdictional claims in disputed waters.
  • D. China Marines
    The China Marines were U.S. Marine Corps units historically stationed in China, particularly in the early 20th century, known for their role in protecting American interests and legations during periods of unrest.
  • E. Yuan naval forces
    The Yuan naval forces were the maritime military arm of the Mongol-led Yuan dynasty, deployed in large-scale expeditions such as the 1293 campaign against Java and other attempts to project Mongol power across East and Southeast Asia.
  • 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: China's maritime militia
Triple: [China Maritime Studies Institute, topic, China's maritime militia]
Generated description
China's maritime militia is a state-organized but ostensibly civilian fleet that Beijing uses to assert its maritime claims, conduct gray-zone operations, and support the Chinese navy and coast guard in the South and East China Seas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: China's maritime militia
Target entity description: China's maritime militia is a state-organized but ostensibly civilian fleet that Beijing uses to assert its maritime claims, conduct gray-zone operations, and support the Chinese navy and coast guard in the South and East China Seas.
  • A. South China Sea maritime claims
    The South China Sea maritime claims are overlapping territorial and resource assertions by multiple countries over waters and features in the South China Sea, forming one of the world’s most complex and contentious maritime disputes.
  • B. China Marine
    China Marine is a memoir by E.B. Sledge recounting his experiences as a U.S. Marine in the Pacific Theater during World War II and his postwar service in China.
  • C. China Coast Guard
    The China Coast Guard is a maritime law enforcement agency of the People's Republic of China responsible for enforcing maritime laws, safeguarding maritime rights, and asserting China's territorial and jurisdictional claims in disputed waters.
  • D. China Marines
    The China Marines were U.S. Marine Corps units historically stationed in China, particularly in the early 20th century, known for their role in protecting American interests and legations during periods of unrest.
  • E. Yuan naval forces
    The Yuan naval forces were the maritime military arm of the Mongol-led Yuan dynasty, deployed in large-scale expeditions such as the 1293 campaign against Java and other attempts to project Mongol power across East and Southeast Asia.
  • 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_69d85a0759908190b8a051d2e2a1cbe6 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0060c62b08190bcdbd912d011d1ba completed April 15, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69febff87b6c819097f5cc99b2d75fb6 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec1c2ce5c81909e2df69e4cf80344 completed May 9, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_69fec25d50548190a056d6bb1297e780 completed May 9, 2026, 5:13 a.m.
Created at: April 10, 2026, 3:08 a.m.