Triple

T2054414
Position Surface form Disambiguated ID Type / Status
Subject Hokkien language E45641 entity
Predicate hasDialect P4251 FINISHED
Object Zhangzhou dialect
The Zhangzhou dialect is a major Southern Min (Hokkien) variety from Zhangzhou in Fujian, influential in the formation of many overseas Chinese Hokkien dialects.
E230508 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: Zhangzhou dialect | Statement: [Hokkien language, hasDialect, Zhangzhou dialect]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zhangzhou dialect
Context triple: [Hokkien language, hasDialect, Zhangzhou dialect]
  • A. Quanzhou dialect
    The Quanzhou dialect is a major variety of Southern Min Chinese spoken in and around Quanzhou in Fujian, historically influential in the development of other Hokkien dialects.
  • 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. Taiwanese Hokkien
    Taiwanese Hokkien is a Southern Min Chinese language variety widely spoken in Taiwan, where it serves as a major vernacular and cultural language alongside Mandarin.
  • D. Chen-Xu dialect group
    The Chen-Xu dialect group is a subgroup of Xiang Chinese varieties spoken in parts of Hunan province, characterized by phonological and lexical features distinct from other Xiang dialects.
  • E. Taiwanese Hakka
    Taiwanese Hakka is a variety of the Hakka Chinese language spoken primarily by Hakka communities in Taiwan, characterized by distinct phonological and lexical features compared to other Hakka dialects.
  • 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: Zhangzhou dialect
Triple: [Hokkien language, hasDialect, Zhangzhou dialect]
Generated description
The Zhangzhou dialect is a major Southern Min (Hokkien) variety from Zhangzhou in Fujian, influential in the formation of many overseas Chinese Hokkien dialects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zhangzhou dialect
Target entity description: The Zhangzhou dialect is a major Southern Min (Hokkien) variety from Zhangzhou in Fujian, influential in the formation of many overseas Chinese Hokkien dialects.
  • A. Quanzhou dialect
    The Quanzhou dialect is a major variety of Southern Min Chinese spoken in and around Quanzhou in Fujian, historically influential in the development of other Hokkien dialects.
  • 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. Taiwanese Hokkien
    Taiwanese Hokkien is a Southern Min Chinese language variety widely spoken in Taiwan, where it serves as a major vernacular and cultural language alongside Mandarin.
  • D. Chen-Xu dialect group
    The Chen-Xu dialect group is a subgroup of Xiang Chinese varieties spoken in parts of Hunan province, characterized by phonological and lexical features distinct from other Xiang dialects.
  • E. Taiwanese Hakka
    Taiwanese Hakka is a variety of the Hakka Chinese language spoken primarily by Hakka communities in Taiwan, characterized by distinct phonological and lexical features compared to other Hakka dialects.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9a8518081909ba95a8ef9321f12 completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2719acbc819081705bc0449a5995 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae28275d148190aecf81bc7cc7cf3a completed March 9, 2026, 1:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae2889503c8190bc72e786c656edf3 completed March 9, 2026, 1:55 a.m.
Created at: March 4, 2026, 7:40 p.m.