Triple
T15496568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Changshu |
E378831
|
entity |
| Predicate | hasNotableEconomicZone |
P1027
|
FINISHED |
| Object |
Changshu Economic and Technological Development Zone
Changshu Economic and Technological Development Zone is a major industrial and high-tech hub in Changshu, Jiangsu Province, designed to attract foreign investment and support advanced manufacturing and export-oriented industries.
|
E1160448
|
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: Changshu Economic and Technological Development Zone | Statement: [Changshu, hasNotableEconomicZone, Changshu Economic and Technological Development Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changshu Economic and Technological Development Zone Context triple: [Changshu, hasNotableEconomicZone, Changshu Economic and Technological Development Zone]
-
A.
Kunshan Economic and Technological Development Zone
Kunshan Economic and Technological Development Zone is a major industrial and high-tech development area in Kunshan, Jiangsu, known for its advanced manufacturing base and strong attraction of foreign investment.
-
B.
Suzhou Industrial Park
Suzhou Industrial Park is a major high-tech and manufacturing hub in Suzhou, China, developed as a flagship China–Singapore cooperative project and known for its advanced infrastructure and foreign investment.
-
C.
Suqian Economic and Technological Development Zone
Suqian Economic and Technological Development Zone is a state-level industrial and high-tech development area in Suqian, Jiangsu Province, China, focused on attracting investment and promoting regional economic growth.
-
D.
Suzhou New District
Suzhou New District is a major high-tech industrial and development zone in Suzhou, China, known for its advanced manufacturing, technology enterprises, and modern infrastructure.
-
E.
Zizhu National High-Tech Industrial Development Zone
Zizhu National High-Tech Industrial Development Zone is a major technology and innovation park in Shanghai that hosts research institutions, high-tech enterprises, and university campuses.
- 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: Changshu Economic and Technological Development Zone Triple: [Changshu, hasNotableEconomicZone, Changshu Economic and Technological Development Zone]
Generated description
Changshu Economic and Technological Development Zone is a major industrial and high-tech hub in Changshu, Jiangsu Province, designed to attract foreign investment and support advanced manufacturing and export-oriented industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Changshu Economic and Technological Development Zone Target entity description: Changshu Economic and Technological Development Zone is a major industrial and high-tech hub in Changshu, Jiangsu Province, designed to attract foreign investment and support advanced manufacturing and export-oriented industries.
-
A.
Kunshan Economic and Technological Development Zone
Kunshan Economic and Technological Development Zone is a major industrial and high-tech development area in Kunshan, Jiangsu, known for its advanced manufacturing base and strong attraction of foreign investment.
-
B.
Suzhou Industrial Park
Suzhou Industrial Park is a major high-tech and manufacturing hub in Suzhou, China, developed as a flagship China–Singapore cooperative project and known for its advanced infrastructure and foreign investment.
-
C.
Suqian Economic and Technological Development Zone
Suqian Economic and Technological Development Zone is a state-level industrial and high-tech development area in Suqian, Jiangsu Province, China, focused on attracting investment and promoting regional economic growth.
-
D.
Suzhou New District
Suzhou New District is a major high-tech industrial and development zone in Suzhou, China, known for its advanced manufacturing, technology enterprises, and modern infrastructure.
-
E.
Zizhu National High-Tech Industrial Development Zone
Zizhu National High-Tech Industrial Development Zone is a major technology and innovation park in Shanghai that hosts research institutions, high-tech enterprises, and university campuses.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNotableEconomicZone Context triple: [Changshu, hasNotableEconomicZone, Changshu Economic and Technological Development Zone]
-
A.
hasEconomicZoneImplication
Indicates that a relationship or action has consequences for the definition, use, rights, or regulations of an economic zone.
-
B.
hasEconomicZoneType
Indicates the specific classification or category of economic zone associated with an entity.
-
C.
isInEconomicZone
Indicates that one entity lies within the designated economic jurisdiction or exclusive economic zone of another entity.
-
D.
hasMajorEconomicRegion
chosen
Indicates that an entity includes, is associated with, or is part of a primary or significant economic region within a larger economic or geographic context.
-
E.
countryExclusiveEconomicZone
Indicates that a specified maritime area lies within the exclusive economic zone legally designated to a particular country.
- F. None of above.
Provenance (6 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_69d85cd53a7c819080f5b9042c4c199e |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03faecd60819091eeaa56c9c8f67d |
completed | April 16, 2026, 1:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3665769c8190be1af51a82a5e75f |
completed | May 9, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ff37ac082c81908e057c2d61a79cf0 |
completed | May 9, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff384962f88190964fc040a2a44aa8 |
completed | May 9, 2026, 1:36 p.m. |
| PD | Predicate disambiguation | batch_69ded2874b788190999158e0f043be21 |
completed | April 14, 2026, 11:49 p.m. |
Created at: April 10, 2026, 3:52 a.m.