Triple

T6913385
Position Surface form Disambiguated ID Type / Status
Subject Taoyuan City E159989 entity
Predicate hasCommonLanguages P741 FINISHED
Object Taiwanese Hokkien E123149 NE FINISHED

How this triple was built (3 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: Taiwanese Hokkien | Statement: [Taoyuan City, hasCommonLanguages, Taiwanese Hokkien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taiwanese Hokkien
Context triple: [Taoyuan City, hasCommonLanguages, Taiwanese Hokkien]
  • A. Taiwanese Hokkien chosen
    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.
  • B. 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.
  • C. Penang Hokkien
    Penang Hokkien is a distinctive variety of Hokkien spoken in Penang, Malaysia, notable for its heavy incorporation of Malay and English loanwords and its role as a key lingua franca among local Chinese communities.
  • D. Amoy Hokkien
    Amoy Hokkien is a Southern Min Chinese dialect originating from the Xiamen (Amoy) region of Fujian, historically influential as a prestige variety and a major source for overseas Hokkien and Taiwanese speech.
  • E. Teochew
    Teochew is a Southern Min Chinese dialect originating from the Chaoshan region of Guangdong, widely spoken in overseas Chinese communities across Southeast Asia.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasCommonLanguages
Context triple: [Taoyuan City, hasCommonLanguages, Taiwanese Hokkien]
  • A. hasLanguages
    Indicates that an entity is associated with one or more languages it uses, supports, or is expressed in.
  • B. hasLanguageOfSurroundingCountries
    Indicates that an entity uses or includes the languages commonly spoken in the countries that geographically surround it.
  • C. usesWorkingLanguagesOf
    Indicates that one entity employs or operates using the working languages associated with another entity.
  • D. languagesSpoken chosen
    Indicates that an entity is able to communicate using one or more specified languages.
  • E. hasNeighboringLanguages
    Indicates that two languages are geographically or regionally adjacent to each other in their areas of use.
  • F. None of above.

Provenance (4 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_69c6883ab1008190a07129ff06f625d9 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9dbca6c819091d8b65e54ada5d9 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7491116448190b9945e5a53056cb9 completed March 28, 2026, 3:20 a.m.
PD Predicate disambiguation batch_69c6d7b93d688190a297244ce81b67ac completed March 27, 2026, 7:17 p.m.
Created at: March 27, 2026, 2:25 p.m.