Triple

T357010
Position Surface form Disambiguated ID Type / Status
Subject Cebuano language E7565 entity
Predicate hasLoanwordsFrom P506 FINISHED
Object Hokkien language
The Hokkien language is a Southern Min Chinese dialect widely spoken in southeastern China and among overseas Chinese communities in Southeast Asia, known for its significant influence on regional languages and cultures.
E45641 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: Hokkien language | Statement: [Cebuano language, hasLoanwordsFrom, Hokkien language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hokkien language
Context triple: [Cebuano language, hasLoanwordsFrom, Hokkien language]
  • A. Okinawan Japanese
    Okinawan Japanese is a regional variety of the Japanese language spoken primarily in Okinawa, influenced by both Standard Japanese and the indigenous Ryukyuan languages.
  • B. Ryukyuan languages
    The Ryukyuan languages are a group of closely related but distinct Japonic languages traditionally spoken in Japan’s Ryukyu Islands, many of which are now endangered.
  • C. Yapese
    Yapese is an Austronesian language spoken primarily on the island of Yap and nearby islands in the western Pacific.
  • D. Kyushu dialect
    The Kyushu dialect is a group of Japanese regional speech varieties spoken on Japan’s Kyushu island, known for distinctive pronunciation, vocabulary, and grammar that can be hard for speakers of standard Japanese to understand.
  • E. Hakka
    Hakka is a Sinitic language spoken primarily by the Hakka people across southern China and various overseas Chinese communities.
  • 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: Hokkien language
Triple: [Cebuano language, hasLoanwordsFrom, Hokkien language]
Generated description
The Hokkien language is a Southern Min Chinese dialect widely spoken in southeastern China and among overseas Chinese communities in Southeast Asia, known for its significant influence on regional languages and cultures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hokkien language
Target entity description: The Hokkien language is a Southern Min Chinese dialect widely spoken in southeastern China and among overseas Chinese communities in Southeast Asia, known for its significant influence on regional languages and cultures.
  • A. Okinawan Japanese
    Okinawan Japanese is a regional variety of the Japanese language spoken primarily in Okinawa, influenced by both Standard Japanese and the indigenous Ryukyuan languages.
  • B. Ryukyuan languages
    The Ryukyuan languages are a group of closely related but distinct Japonic languages traditionally spoken in Japan’s Ryukyu Islands, many of which are now endangered.
  • C. Yapese
    Yapese is an Austronesian language spoken primarily on the island of Yap and nearby islands in the western Pacific.
  • D. Kyushu dialect
    The Kyushu dialect is a group of Japanese regional speech varieties spoken on Japan’s Kyushu island, known for distinctive pronunciation, vocabulary, and grammar that can be hard for speakers of standard Japanese to understand.
  • E. Hakka
    Hakka is a Sinitic language spoken primarily by the Hakka people across southern China and various overseas Chinese communities.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebaf0c9881909313f98818e7fa58 completed Feb. 28, 2026, 1:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e57647d481908d42b10ddebf3ff7 completed March 1, 2026, 7:06 a.m.
NEDg Description generation batch_69a3e61ad63c8190940eaba657cd3df2 completed March 1, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69a3e668e05c8190ba92c581622756df completed March 1, 2026, 7:10 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.