Triple

T9064441
Position Surface form Disambiguated ID Type / Status
Subject Deng Xiansheng E217207 entity
Predicate implementedPolicy P172 FINISHED
Object Reform and Opening-Up
Reform and Opening-Up was a transformative series of economic and social reforms in China that shifted the country toward a market-oriented economy and greater engagement with the global community starting in the late 1970s.
E778970 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 Xiansheng, implementedPolicy, 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 Xiansheng, implementedPolicy, Reform and Opening-Up]
  • A. Four Modernizations program
    The Four Modernizations program was a late-20th-century Chinese reform agenda aimed at rapidly modernizing the country’s agriculture, industry, national defense, and science and technology sectors.
  • B. Deng Xiaoping’s Southern Tour
    Deng Xiaoping’s Southern Tour was a pivotal 1992 series of visits to southern China during which he strongly reaffirmed and accelerated China’s market-oriented economic reforms after the post-Tiananmen slowdown.
  • C. 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.
  • D. Four Comprehensives
    Four Comprehensives is a Chinese Communist Party political strategy outlining four key goals for national development and governance, including building a moderately prosperous society and deepening reform.
  • E. 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.
  • 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 Xiansheng, implementedPolicy, Reform and Opening-Up]
Generated description
Reform and Opening-Up was a transformative series of economic and social reforms in China that shifted the country toward a market-oriented economy and greater engagement with the global community starting in the late 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reform and Opening-Up
Target entity description: Reform and Opening-Up was a transformative series of economic and social reforms in China that shifted the country toward a market-oriented economy and greater engagement with the global community starting in the late 1970s.
  • A. Four Modernizations program
    The Four Modernizations program was a late-20th-century Chinese reform agenda aimed at rapidly modernizing the country’s agriculture, industry, national defense, and science and technology sectors.
  • B. Deng Xiaoping’s Southern Tour
    Deng Xiaoping’s Southern Tour was a pivotal 1992 series of visits to southern China during which he strongly reaffirmed and accelerated China’s market-oriented economic reforms after the post-Tiananmen slowdown.
  • C. 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.
  • D. Four Comprehensives
    Four Comprehensives is a Chinese Communist Party political strategy outlining four key goals for national development and governance, including building a moderately prosperous society and deepening reform.
  • E. 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.
  • 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_69ca83d5a7f48190b16c1e59bd43ede0 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc94bb26588190b7d6f2d70819e86f completed April 1, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69d02fe00980819082571eccb608d605 completed April 3, 2026, 9:23 p.m.
NEDg Description generation batch_69d0316f47c88190920843b469d15069 completed April 3, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d032778adc8190a087497507a6e1ca completed April 3, 2026, 9:34 p.m.
Created at: March 30, 2026, 7:11 p.m.