Triple

T314305
Position Surface form Disambiguated ID Type / Status
Subject Chinese Marxism E7673 entity
Predicate hasPart P35 FINISHED
Object Scientific Outlook on Development
The Scientific Outlook on Development is a guiding socio-economic development philosophy in contemporary Chinese Marxism that emphasizes people-centered, sustainable, and balanced growth.
E41284 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: Scientific Outlook on Development | Statement: [Chinese Marxism, hasPart, Scientific Outlook on Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scientific Outlook on Development
Context triple: [Chinese Marxism, hasPart, Scientific Outlook on Development]
  • A. Deng Xiaoping Theory
    Deng Xiaoping Theory is a guiding political and economic ideology of the Chinese Communist Party that justifies and directs China’s market-oriented reforms within a socialist framework.
  • B. Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era
    Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era is the official guiding political ideology of contemporary China that adapts Marxism-Leninism and earlier Chinese socialist theories to current domestic and global conditions under Xi Jinping’s leadership.
  • C. Three Principles of the People
    The Three Principles of the People is Sun Yat-sen’s foundational political philosophy for modern China, advocating nationalism, democracy, and people’s livelihood as the basis for a republican state.
  • D. China Belt and Road Initiative
    The China Belt and Road Initiative is a global infrastructure and economic development strategy led by China to enhance trade connectivity and geopolitical influence across Asia, Europe, Africa, and beyond.
  • E. The General Line
    The General Line is a 1929 Soviet silent film directed by Sergei Eisenstein that depicts the collectivization of agriculture and the transformation of peasant life in the early Soviet Union.
  • 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: Scientific Outlook on Development
Triple: [Chinese Marxism, hasPart, Scientific Outlook on Development]
Generated description
The Scientific Outlook on Development is a guiding socio-economic development philosophy in contemporary Chinese Marxism that emphasizes people-centered, sustainable, and balanced growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scientific Outlook on Development
Target entity description: The Scientific Outlook on Development is a guiding socio-economic development philosophy in contemporary Chinese Marxism that emphasizes people-centered, sustainable, and balanced growth.
  • A. Deng Xiaoping Theory
    Deng Xiaoping Theory is a guiding political and economic ideology of the Chinese Communist Party that justifies and directs China’s market-oriented reforms within a socialist framework.
  • B. Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era
    Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era is the official guiding political ideology of contemporary China that adapts Marxism-Leninism and earlier Chinese socialist theories to current domestic and global conditions under Xi Jinping’s leadership.
  • C. Three Principles of the People
    The Three Principles of the People is Sun Yat-sen’s foundational political philosophy for modern China, advocating nationalism, democracy, and people’s livelihood as the basis for a republican state.
  • D. China Belt and Road Initiative
    The China Belt and Road Initiative is a global infrastructure and economic development strategy led by China to enhance trade connectivity and geopolitical influence across Asia, Europe, Africa, and beyond.
  • E. The General Line
    The General Line is a 1929 Soviet silent film directed by Sergei Eisenstein that depicts the collectivization of agriculture and the transformation of peasant life in the early Soviet Union.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea62f830819089e94b3aa3e4e187 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cafd1e88819085bbf38fd372881e completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb6ce9a4819095f1d379e4e71eea completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cbc137388190988d1705897de0c2 completed March 1, 2026, 5:16 a.m.
Created at: Feb. 28, 2026, 1:07 p.m.