Triple
T5239633
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guangming District |
E118306
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Shenzhen dialect
The Shenzhen dialect is a variety of Cantonese spoken in Shenzhen, China, influenced by regional migration and the city’s rapid urban development.
|
E505716
|
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 dialect | Statement: [Guangming District, hasLanguage, Shenzhen dialect]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen dialect Context triple: [Guangming District, hasLanguage, Shenzhen dialect]
-
A.
Suzhounese
Suzhounese is a prominent variety of the Wu group of Chinese languages, traditionally spoken in Suzhou and noted for its rich phonology and cultural prestige.
-
B.
Chaoshan dialect
The Chaoshan dialect, also known as Teochew, is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong and by large overseas Chinese communities in Southeast Asia and beyond.
-
C.
Hong Kong Hakka
Hong Kong Hakka is a regional variety of the Hakka Chinese language traditionally spoken by Hakka communities in Hong Kong, reflecting local phonological and lexical influences.
-
D.
Teochew
Teochew is a Southern Min Chinese dialect originating from the Chaoshan region of Guangdong, widely spoken in overseas Chinese communities across Southeast Asia.
-
E.
Heyuan Hakka
Heyuan Hakka is a regional variety of the Hakka Chinese language spoken primarily in and around Heyuan in Guangdong Province, China.
- 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 dialect Triple: [Guangming District, hasLanguage, Shenzhen dialect]
Generated description
The Shenzhen dialect is a variety of Cantonese spoken in Shenzhen, China, influenced by regional migration and the city’s rapid urban development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen dialect Target entity description: The Shenzhen dialect is a variety of Cantonese spoken in Shenzhen, China, influenced by regional migration and the city’s rapid urban development.
-
A.
Suzhounese
Suzhounese is a prominent variety of the Wu group of Chinese languages, traditionally spoken in Suzhou and noted for its rich phonology and cultural prestige.
-
B.
Chaoshan dialect
The Chaoshan dialect, also known as Teochew, is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong and by large overseas Chinese communities in Southeast Asia and beyond.
-
C.
Hong Kong Hakka
Hong Kong Hakka is a regional variety of the Hakka Chinese language traditionally spoken by Hakka communities in Hong Kong, reflecting local phonological and lexical influences.
-
D.
Teochew
Teochew is a Southern Min Chinese dialect originating from the Chaoshan region of Guangdong, widely spoken in overseas Chinese communities across Southeast Asia.
-
E.
Heyuan Hakka
Heyuan Hakka is a regional variety of the Hakka Chinese language spoken primarily in and around Heyuan in Guangdong Province, China.
- 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_69bd4467db0881909b3b0982df32cc8f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b2a52fc8190a22631e1853c74a3 |
completed | March 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef823afd88190a3a41e7fff09d449 |
completed | March 21, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69bef933c4008190bea3a5a7e5de17e6 |
completed | March 21, 2026, 8:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef9a600908190bdaff60b7a514538 |
completed | March 21, 2026, 8:03 p.m. |
Created at: March 20, 2026, 1:49 p.m.