Triple

T7824974
Position Surface form Disambiguated ID Type / Status
Subject Pha̍k-fa-sṳ E181223 entity
Predicate writingSystemFor P454 FINISHED
Object Hakka language
The Hakka language is a Sinitic language spoken primarily by the Hakka people across southern China and the global Chinese diaspora, known for its distinct phonology and rich folk song and literary traditions.
E708130 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: Hakka language | Statement: [Pha̍k-fa-sṳ, writingSystemFor, Hakka language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hakka language
Context triple: [Pha̍k-fa-sṳ, writingSystemFor, Hakka language]
  • A. Siwu language
    The Siwu language is a Niger-Congo language spoken primarily in the Volta Region of Ghana by the Mawu people.
  • B. Chaoshan dialect
    The Chaoshan dialect, also known as Teochew, is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong and by large overseas Chinese communities in Southeast Asia and beyond.
  • C. Pinghua language
    Pinghua language is a group of Sinitic (Chinese) dialects spoken primarily in parts of Guangxi and neighboring regions in southern China, often considered distinct from both Mandarin and Cantonese.
  • D. 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.
  • E. Queyu language
    The Queyu language is a lesser-known Sino-Tibetan tongue spoken by the Queyu (Choyo) people of western Sichuan, China, and is closely related to other Qiangic languages.
  • 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: Hakka language
Triple: [Pha̍k-fa-sṳ, writingSystemFor, Hakka language]
Generated description
The Hakka language is a Sinitic language spoken primarily by the Hakka people across southern China and the global Chinese diaspora, known for its distinct phonology and rich folk song and literary traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hakka language
Target entity description: The Hakka language is a Sinitic language spoken primarily by the Hakka people across southern China and the global Chinese diaspora, known for its distinct phonology and rich folk song and literary traditions.
  • A. Siwu language
    The Siwu language is a Niger-Congo language spoken primarily in the Volta Region of Ghana by the Mawu people.
  • B. Chaoshan dialect
    The Chaoshan dialect, also known as Teochew, is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong and by large overseas Chinese communities in Southeast Asia and beyond.
  • C. Pinghua language
    Pinghua language is a group of Sinitic (Chinese) dialects spoken primarily in parts of Guangxi and neighboring regions in southern China, often considered distinct from both Mandarin and Cantonese.
  • D. 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.
  • E. Queyu language
    The Queyu language is a lesser-known Sino-Tibetan tongue spoken by the Queyu (Choyo) people of western Sichuan, China, and is closely related to other Qiangic languages.
  • 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_69cc55e579e081909f5036dd33d64e38 completed March 31, 2026, 11:16 p.m.
NEDg Description generation batch_69cc58a76b90819092de63b3b23e70af completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cfccc9c8190adcbaee96c17711e completed March 31, 2026, 11:47 p.m.
Created at: March 30, 2026, 4:42 p.m.