Triple

T14503156
Position Surface form Disambiguated ID Type / Status
Subject Evans Carlson E340194 entity
Predicate notableWork P4 FINISHED
Object The Chinese Army: Its Organization and Military Efficiency
"The Chinese Army: Its Organization and Military Efficiency" is a military study by U.S. Marine officer Evans Carlson analyzing the structure, tactics, and combat effectiveness of Chinese forces during the early 20th century.
E1102971 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: The Chinese Army: Its Organization and Military Efficiency | Statement: [Evans Carlson, notableWork, The Chinese Army: Its Organization and Military Efficiency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Chinese Army: Its Organization and Military Efficiency
Context triple: [Evans Carlson, notableWork, The Chinese Army: Its Organization and Military Efficiency]
  • A. The Problem of the Army
    The Problem of the Army is a political and military treatise by British statesman and journalist Leo Amery analyzing the organization, efficiency, and reform needs of the British Army in the early 20th century.
  • B. China Expeditionary Army
    The China Expeditionary Army was a major Imperial Japanese Army command responsible for overseeing and conducting large-scale military operations in Japanese-occupied China during the Second Sino-Japanese War and World War II.
  • C. Chinese military logistics system
    The Chinese military logistics system is the integrated network of organizations, infrastructure, and processes that supports the People’s Liberation Army with supplies, transportation, maintenance, and administrative services in peacetime and war.
  • D. Chinese Northeastern Army
    The Chinese Northeastern Army was the regional military force of Zhang Xueliang that defended Manchuria and later played a key role in early Chinese resistance to Japanese expansion in the 1930s.
  • E. Tang imperial armies
    Tang imperial armies were the centralized military forces of China's Tang dynasty, responsible for defending and expanding the empire and suppressing major internal rebellions.
  • 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: The Chinese Army: Its Organization and Military Efficiency
Triple: [Evans Carlson, notableWork, The Chinese Army: Its Organization and Military Efficiency]
Generated description
"The Chinese Army: Its Organization and Military Efficiency" is a military study by U.S. Marine officer Evans Carlson analyzing the structure, tactics, and combat effectiveness of Chinese forces during the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Chinese Army: Its Organization and Military Efficiency
Target entity description: "The Chinese Army: Its Organization and Military Efficiency" is a military study by U.S. Marine officer Evans Carlson analyzing the structure, tactics, and combat effectiveness of Chinese forces during the early 20th century.
  • A. The Problem of the Army
    The Problem of the Army is a political and military treatise by British statesman and journalist Leo Amery analyzing the organization, efficiency, and reform needs of the British Army in the early 20th century.
  • B. China Expeditionary Army
    The China Expeditionary Army was a major Imperial Japanese Army command responsible for overseeing and conducting large-scale military operations in Japanese-occupied China during the Second Sino-Japanese War and World War II.
  • C. Chinese military logistics system
    The Chinese military logistics system is the integrated network of organizations, infrastructure, and processes that supports the People’s Liberation Army with supplies, transportation, maintenance, and administrative services in peacetime and war.
  • D. Chinese Northeastern Army
    The Chinese Northeastern Army was the regional military force of Zhang Xueliang that defended Manchuria and later played a key role in early Chinese resistance to Japanese expansion in the 1930s.
  • E. Tang imperial armies
    Tang imperial armies were the centralized military forces of China's Tang dynasty, responsible for defending and expanding the empire and suppressing major internal rebellions.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e0f9048190a2d266cfa4f9dfb6 completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d9dba1081909154362b922a2417 completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6f24431c81908a25ad81c28da56d completed May 8, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69fd6ff5a58881909987fa653e58a197 completed May 8, 2026, 5:09 a.m.
Created at: April 10, 2026, 1:21 a.m.