Triple
T20583298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenzhen dialect |
E505716
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Shenzhen culture
Shenzhen culture is the dynamic, rapidly evolving urban culture of Shenzhen, China, shaped by migration, innovation, and a blend of Cantonese, Hakka, and broader Chinese and global influences.
|
E1438493
|
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: Shenzhen culture | Statement: [Shenzhen dialect, associatedWith, Shenzhen culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen culture Context triple: [Shenzhen dialect, associatedWith, Shenzhen culture]
-
A.
public cultural service system of Shenzhen
The public cultural service system of Shenzhen is a citywide network of institutions, facilities, and programs that provide residents with accessible cultural, educational, and artistic resources.
-
B.
Shenzhen urban core
Shenzhen urban core is the densely developed central area of Shenzhen, China, encompassing its main commercial, technological, and administrative districts.
-
C.
Shenzhen, China
Shenzhen, China is a major southern Chinese metropolis known for its rapid transformation into a global technology and manufacturing hub bordering Hong Kong.
-
D.
Shenzhen tourist attractions
Shenzhen tourist attractions encompass a wide range of modern theme parks, scenic coastal areas, cultural villages, and shopping districts that showcase the city’s blend of rapid urban development and leisure tourism.
-
E.
southeastern Shenzhen
Southeastern Shenzhen is a coastal area of Shenzhen, China, known for its scenic shorelines, bays, and rapidly developing urban and tourism infrastructure.
- 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: Shenzhen culture Triple: [Shenzhen dialect, associatedWith, Shenzhen culture]
Generated description
Shenzhen culture is the dynamic, rapidly evolving urban culture of Shenzhen, China, shaped by migration, innovation, and a blend of Cantonese, Hakka, and broader Chinese and global influences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen culture Target entity description: Shenzhen culture is the dynamic, rapidly evolving urban culture of Shenzhen, China, shaped by migration, innovation, and a blend of Cantonese, Hakka, and broader Chinese and global influences.
-
A.
public cultural service system of Shenzhen
The public cultural service system of Shenzhen is a citywide network of institutions, facilities, and programs that provide residents with accessible cultural, educational, and artistic resources.
-
B.
Shenzhen urban core
Shenzhen urban core is the densely developed central area of Shenzhen, China, encompassing its main commercial, technological, and administrative districts.
-
C.
Shenzhen, China
Shenzhen, China is a major southern Chinese metropolis known for its rapid transformation into a global technology and manufacturing hub bordering Hong Kong.
-
D.
Shenzhen tourist attractions
Shenzhen tourist attractions encompass a wide range of modern theme parks, scenic coastal areas, cultural villages, and shopping districts that showcase the city’s blend of rapid urban development and leisure tourism.
-
E.
southeastern Shenzhen
Southeastern Shenzhen is a coastal area of Shenzhen, China, known for its scenic shorelines, bays, and rapidly developing urban and tourism infrastructure.
- 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_69e0b4b9669c8190b8e81fc72817d42c |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a974ee4c819099310b46885a5597 |
completed | April 20, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08acecf4d8819093280bbcd43150d4 |
completed | May 16, 2026, 5:44 p.m. |
| NEDg | Description generation | batch_6a08ad96b2a081908d32e335c5265eec |
completed | May 16, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08ae19eca08190ada48b48105be62d |
completed | May 16, 2026, 5:49 p.m. |
Created at: April 16, 2026, 11:40 a.m.