Triple

T1837690
Position Surface form Disambiguated ID Type / Status
Subject Deng Xiaoping Theory E41102 entity
Predicate associatedWithPolicy P1051 FINISHED
Object Reform and Opening Up
Reform and Opening Up is the series of market-oriented economic and social reforms launched in late 1970s China that transformed the country from a closed, planned economy into one of the world’s fastest-growing and most globally integrated economies.
E41102 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: Reform and Opening Up | Statement: [Deng Xiaoping Theory, associatedWithPolicy, Reform and Opening Up]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reform and Opening Up
Context triple: [Deng Xiaoping Theory, associatedWithPolicy, Reform and Opening Up]
  • A. Đổi Mới economic reforms
    The Đổi Mới economic reforms were a series of market-oriented changes launched in Vietnam in 1986 that transformed its centrally planned economy into a socialist-oriented market economy, spurring rapid growth and integration into the global market.
  • B. Three Represents
    Three Represents is a guiding political theory of the Chinese Communist Party, introduced by Jiang Zemin, that redefined the Party’s role to represent advanced productive forces, advanced culture, and the fundamental interests of the majority.
  • C. 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.
  • D. Cultural Revolution
    The Cultural Revolution was a decade-long sociopolitical movement in China (1966–1976) launched by Mao Zedong to reassert his control, enforce ideological purity, and reshape Chinese society through mass mobilization and widespread persecution.
  • E. Self-Strengthening Movement
    The Self-Strengthening Movement was a late 19th-century reform effort in Qing China that sought to modernize the military, industry, and education by selectively adopting Western technology and practices while preserving traditional Confucian institutions.
  • 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: Reform and Opening Up
Triple: [Deng Xiaoping Theory, associatedWithPolicy, Reform and Opening Up]
Generated description
Reform and Opening Up is the series of market-oriented economic and social reforms launched in late 1970s China that transformed the country from a closed, planned economy into one of the world’s fastest-growing and most globally integrated economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reform and Opening Up
Target entity description: Reform and Opening Up is the series of market-oriented economic and social reforms launched in late 1970s China that transformed the country from a closed, planned economy into one of the world’s fastest-growing and most globally integrated economies.
  • A. Đổi Mới economic reforms
    The Đổi Mới economic reforms were a series of market-oriented changes launched in Vietnam in 1986 that transformed its centrally planned economy into a socialist-oriented market economy, spurring rapid growth and integration into the global market.
  • B. Three Represents
    Three Represents is a guiding political theory of the Chinese Communist Party, introduced by Jiang Zemin, that redefined the Party’s role to represent advanced productive forces, advanced culture, and the fundamental interests of the majority.
  • C. Deng Xiaoping Theory chosen
    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.
  • D. Cultural Revolution
    The Cultural Revolution was a decade-long sociopolitical movement in China (1966–1976) launched by Mao Zedong to reassert his control, enforce ideological purity, and reshape Chinese society through mass mobilization and widespread persecution.
  • E. Self-Strengthening Movement
    The Self-Strengthening Movement was a late 19th-century reform effort in Qing China that sought to modernize the military, industry, and education by selectively adopting Western technology and practices while preserving traditional Confucian institutions.
  • 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_69a88647f9388190909bc36e795bdaec completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0380a4c81909a2ad0bfd97c884a completed March 7, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc9b93cd08190a467b56a0c0bd957 completed March 8, 2026, 7:10 p.m.
NEDg Description generation batch_69adcaef04e88190a88f789a6370bafb completed March 8, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69adcb8e053c819082a3d4b36afe35be completed March 8, 2026, 7:18 p.m.
Created at: March 4, 2026, 7:33 p.m.