Triple

T2054454
Position Surface form Disambiguated ID Type / Status
Subject Hokkien language E45641 entity
Predicate hasAlternativeName P39 FINISHED
Object Hoklo language
Hoklo language is a Sinitic language variety of Southern Min widely spoken in southern Fujian, Taiwan, and among overseas Chinese communities in Southeast Asia.
 E235328 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: Hoklo language | Statement: [Hokkien language, hasAlternativeName, Hoklo language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hoklo language
Context triple: [Hokkien language, hasAlternativeName, Hoklo language]
  • A. 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.
  • B. Hainanese language
    The Hainanese language is a Southern Min Chinese variety spoken primarily on China’s Hainan Island, known for its distinct phonology and vocabulary compared to other Sinitic languages.
  • C. Siwu language
    The Siwu language is a Niger-Congo language spoken primarily in the Volta Region of Ghana by the Mawu people.
  • D. Wuhua Hakka
    Wuhua Hakka is a regional variety of the Hakka Chinese language spoken primarily in Wuhua County, Guangdong, known for its distinctive phonological and lexical features.
  • 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: Hoklo language
Triple: [Hokkien language, hasAlternativeName, Hoklo language]
Generated description
Hoklo language is a Sinitic language variety of Southern Min widely spoken in southern Fujian, Taiwan, and among overseas Chinese communities in Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hoklo language
Target entity description: Hoklo language is a Sinitic language variety of Southern Min widely spoken in southern Fujian, Taiwan, and among overseas Chinese communities in Southeast Asia.
  • A. 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.
  • B. Hainanese language
    The Hainanese language is a Southern Min Chinese variety spoken primarily on China’s Hainan Island, known for its distinct phonology and vocabulary compared to other Sinitic languages.
  • C. Siwu language
    The Siwu language is a Niger-Congo language spoken primarily in the Volta Region of Ghana by the Mawu people.
  • D. Wuhua Hakka
    Wuhua Hakka is a regional variety of the Hakka Chinese language spoken primarily in Wuhua County, Guangdong, known for its distinctive phonological and lexical features.
  • 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_69ae305036d481908120f74426d02ed5 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae31e8373881908feebeff7efb6852 completed March 9, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69ae328efda081908f2188ef3186ebad completed March 9, 2026, 2:38 a.m.
Created at: March 4, 2026, 7:40 p.m.