Triple

T9586444
Position Surface form Disambiguated ID Type / Status
Subject Zizhu National High-Tech Industrial Development Zone E231301 entity
Predicate isPartOfStrategy P89954 FINISHED
Object Shanghai innovation-driven development strategy
The Shanghai innovation-driven development strategy is a regional policy framework that promotes high-tech industries, research, and entrepreneurship to transform Shanghai into a global innovation hub.
E808460 NE FINISHED

How this triple was built (5 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: Shanghai innovation-driven development strategy | Statement: [Zizhu National High-Tech Industrial Development Zone, isPartOfStrategy, Shanghai innovation-driven development strategy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shanghai innovation-driven development strategy
Context triple: [Zizhu National High-Tech Industrial Development Zone, isPartOfStrategy, Shanghai innovation-driven development strategy]
  • A. national new-type urbanization strategy of China
    The national new-type urbanization strategy of China is a state-led development blueprint aimed at promoting more sustainable, coordinated, and people-centered urban growth across the country, including through regional initiatives like the Chengdu–Chongqing economic circle.
  • B. China’s coastal open economic areas
    China’s coastal open economic areas are strategically designated coastal regions that spearhead the country’s economic liberalization, foreign investment attraction, and export-oriented industrial development.
  • C. The Challenge of a New Road of Development
    "The Challenge of a New Road of Development" was the central theme of Expo 93, focusing on sustainable progress, innovation, and new pathways for global development.
  • D. Shanghai Free-Trade Zone
    The Shanghai Free-Trade Zone is a pioneering special economic area in Shanghai established to promote trade liberalization, financial reform, and foreign investment through preferential policies and streamlined regulations.
  • E. Zhangjiang Hi-Tech Park
    Zhangjiang Hi-Tech Park is a major technology and innovation hub in Shanghai, known for its concentration of high-tech industries, research institutions, and startups.
  • 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: Shanghai innovation-driven development strategy
Triple: [Zizhu National High-Tech Industrial Development Zone, isPartOfStrategy, Shanghai innovation-driven development strategy]
Generated description
The Shanghai innovation-driven development strategy is a regional policy framework that promotes high-tech industries, research, and entrepreneurship to transform Shanghai into a global innovation hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shanghai innovation-driven development strategy
Target entity description: The Shanghai innovation-driven development strategy is a regional policy framework that promotes high-tech industries, research, and entrepreneurship to transform Shanghai into a global innovation hub.
  • A. national new-type urbanization strategy of China
    The national new-type urbanization strategy of China is a state-led development blueprint aimed at promoting more sustainable, coordinated, and people-centered urban growth across the country, including through regional initiatives like the Chengdu–Chongqing economic circle.
  • B. China’s coastal open economic areas
    China’s coastal open economic areas are strategically designated coastal regions that spearhead the country’s economic liberalization, foreign investment attraction, and export-oriented industrial development.
  • C. The Challenge of a New Road of Development
    "The Challenge of a New Road of Development" was the central theme of Expo 93, focusing on sustainable progress, innovation, and new pathways for global development.
  • D. Shanghai Free-Trade Zone
    The Shanghai Free-Trade Zone is a pioneering special economic area in Shanghai established to promote trade liberalization, financial reform, and foreign investment through preferential policies and streamlined regulations.
  • E. Zhangjiang Hi-Tech Park
    Zhangjiang Hi-Tech Park is a major technology and innovation hub in Shanghai, known for its concentration of high-tech industries, research institutions, and startups.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isPartOfStrategy
Context triple: [Zizhu National High-Tech Industrial Development Zone, isPartOfStrategy, Shanghai innovation-driven development strategy]
  • A. isPartOfBrandStrategy
    Indicates that an action, element, or decision is included within and contributes to the overall brand strategy.
  • B. hasStrategicFunction
    Indicates that an entity serves a planned, goal-oriented role or purpose within a broader strategy or system.
  • C. isStrategicRouteFor
    Indicates a route that is important or advantageous for achieving strategic objectives, such as military, economic, or logistical goals, for a given entity.
  • D. usesStrategy
    Indicates that an entity intentionally applies a particular strategy or method to achieve a goal or perform an action.
  • E. missionStrategy
    Indicates the overarching plan, approach, or method an entity adopts to achieve a specific mission or objective.
  • F. None of above. chosen

Provenance (7 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_69ca848161688190a68d514a0a9d5129 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99eed8288190b74de991bb55b15b completed April 1, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1618251c48190886190975dfde5ac completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d16230a99481909d82d03babe6729a completed April 4, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69d16321aba88190a7e8359dbaa5362b completed April 4, 2026, 7:14 p.m.
PD Predicate disambiguation batch_69ccd59fd7408190b36831902e3f37f7 completed April 1, 2026, 8:21 a.m.
PDg Predicate description generation batch_69ccd93e90048190a2b0d7c5c195ba98 completed April 1, 2026, 8:37 a.m.
Created at: March 30, 2026, 8:06 p.m.