Triple

T7824889
Position Surface form Disambiguated ID Type / Status
Subject Taiwanese Hakka E181221 entity
Predicate hasMajorVariety P455 FINISHED
Object Raoping Hakka
Raoping Hakka is a major regional variety of the Hakka Chinese language, traditionally spoken in the Raoping area and influential among Hakka communities in Taiwan.
E695259 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: Raoping Hakka | Statement: [Taiwanese Hakka, hasMajorVariety, Raoping Hakka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raoping Hakka
Context triple: [Taiwanese Hakka, hasMajorVariety, Raoping Hakka]
  • A. Ganxian Hakka
    Ganxian Hakka is a regional variety of the Hakka Chinese language spoken primarily in and around Gan County in Jiangxi Province, China.
  • B. Longchuan Hakka
    Longchuan Hakka is a regional variety of the Hakka Chinese language spoken primarily in Longchuan County in Guangdong, China.
  • C. 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.
  • D. Jiaoling Hakka
    Jiaoling Hakka is a regional variety of the Hakka Chinese language spoken primarily in Jiaoling County, Guangdong, known for its distinctive phonological and lexical features within the Hakka dialect group.
  • E. Meixian Hakka
    Meixian Hakka is the prestige variety of the Hakka Chinese language, widely used as its standard form in education, media, and linguistic description.
  • 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: Raoping Hakka
Triple: [Taiwanese Hakka, hasMajorVariety, Raoping Hakka]
Generated description
Raoping Hakka is a major regional variety of the Hakka Chinese language, traditionally spoken in the Raoping area and influential among Hakka communities in Taiwan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raoping Hakka
Target entity description: Raoping Hakka is a major regional variety of the Hakka Chinese language, traditionally spoken in the Raoping area and influential among Hakka communities in Taiwan.
  • A. Ganxian Hakka
    Ganxian Hakka is a regional variety of the Hakka Chinese language spoken primarily in and around Gan County in Jiangxi Province, China.
  • B. Longchuan Hakka
    Longchuan Hakka is a regional variety of the Hakka Chinese language spoken primarily in Longchuan County in Guangdong, China.
  • C. 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.
  • D. Jiaoling Hakka
    Jiaoling Hakka is a regional variety of the Hakka Chinese language spoken primarily in Jiaoling County, Guangdong, known for its distinctive phonological and lexical features within the Hakka dialect group.
  • E. Meixian Hakka
    Meixian Hakka is the prestige variety of the Hakka Chinese language, widely used as its standard form in education, media, and linguistic description.
  • 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_69ca8282ccec819083c48efb72d21cf9 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cafa0c1f5c8190b16db20daad159a1 completed March 30, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14aefd4881908ffa5825f4ba6eff completed March 31, 2026, 12:26 a.m.
NEDg Description generation batch_69cb1734159881909590ed51e8920387 completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a6fc16c8190827593f58b9d742d completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:42 p.m.