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.