Triple

T4576411
Position Surface form Disambiguated ID Type / Status
Subject Taiwanese Hokkien E123149 entity
Predicate closelyRelatedTo P37 FINISHED
Object 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.
E466378 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: Amoy Hokkien | Statement: [Taiwanese Hokkien, closelyRelatedTo, Amoy Hokkien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amoy Hokkien
Context triple: [Taiwanese Hokkien, closelyRelatedTo, Amoy Hokkien]
  • A. 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.
  • B. 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.
  • C. Teochew
    Teochew is a Southern Min Chinese dialect originating from the Chaoshan region of Guangdong, widely spoken in overseas Chinese communities across Southeast Asia.
  • D. 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.
  • E. Philippine Hokkien
    Philippine Hokkien is a regional variety of the Hokkien Chinese language spoken primarily by Chinese Filipinos, characterized by influences from Tagalog, English, and Spanish.
  • 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: Amoy Hokkien
Triple: [Taiwanese Hokkien, closelyRelatedTo, Amoy Hokkien]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amoy Hokkien
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Teochew
    Teochew is a Southern Min Chinese dialect originating from the Chaoshan region of Guangdong, widely spoken in overseas Chinese communities across Southeast Asia.
  • D. 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.
  • E. Philippine Hokkien
    Philippine Hokkien is a regional variety of the Hokkien Chinese language spoken primarily by Chinese Filipinos, characterized by influences from Tagalog, English, and Spanish.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58dfe3508190b21836079e951a3c completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3988c1d88190923941821e460119 completed March 21, 2026, 6:24 a.m.
NEDg Description generation batch_69be3adc766c8190ae5cbe5be14b720a completed March 21, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69be3b645aac8190a6765f0679dd3735 completed March 21, 2026, 6:32 a.m.
Created at: March 20, 2026, 1:10 p.m.