Triple

T19588398
Position Surface form Disambiguated ID Type / Status
Subject Nam Đông District E470162 entity
Predicate hasLocalMinorityLanguage P69280 FINISHED
Object Cơ Tu language
The Cơ Tu language is an Austroasiatic language spoken by the Cơ Tu ethnic group in central Vietnam, particularly in mountainous areas near the Laos border.
E1385621 NE FINISHED

How this triple was built (5 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: Cơ Tu language | Statement: [Nam Đông District, hasLocalMinorityLanguage, Cơ Tu language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cơ Tu language
Context triple: [Nam Đông District, hasLocalMinorityLanguage, Cơ Tu language]
  • A. Chut language
    Chut language is a Vietic language spoken by the Chut ethnic group in parts of central Vietnam.
  • B. Tujia language
    The Tujia language is a Sino-Tibetan language spoken primarily by the Tujia ethnic group in parts of central China, notably in mountainous areas of Hubei, Hunan, and neighboring provinces.
  • C. Teke-Kega language
    The Teke-Kega language is a Bantu language spoken by the Teke people of Central Africa, primarily in the Republic of the Congo and surrounding regions.
  • D. Kuteb language
    Kuteb language is a Jukunoid language spoken primarily by the Kuteb people in parts of Nigeria and Cameroon.
  • E. Lusei language
    The Lusei language is a Kuki-Chin language of the Tibeto-Burman family spoken primarily by the Lusei (Mizo) people in northeastern India, especially in Mizoram.
  • 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: Cơ Tu language
Triple: [Nam Đông District, hasLocalMinorityLanguage, Cơ Tu language]
Generated description
The Cơ Tu language is an Austroasiatic language spoken by the Cơ Tu ethnic group in central Vietnam, particularly in mountainous areas near the Laos border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cơ Tu language
Target entity description: The Cơ Tu language is an Austroasiatic language spoken by the Cơ Tu ethnic group in central Vietnam, particularly in mountainous areas near the Laos border.
  • A. Chut language
    Chut language is a Vietic language spoken by the Chut ethnic group in parts of central Vietnam.
  • B. Tujia language
    The Tujia language is a Sino-Tibetan language spoken primarily by the Tujia ethnic group in parts of central China, notably in mountainous areas of Hubei, Hunan, and neighboring provinces.
  • C. Teke-Kega language
    The Teke-Kega language is a Bantu language spoken by the Teke people of Central Africa, primarily in the Republic of the Congo and surrounding regions.
  • D. Kuteb language
    Kuteb language is a Jukunoid language spoken primarily by the Kuteb people in parts of Nigeria and Cameroon.
  • E. Lusei language
    The Lusei language is a Kuki-Chin language of the Tibeto-Burman family spoken primarily by the Lusei (Mizo) people in northeastern India, especially in Mizoram.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLocalMinorityLanguage
Context triple: [Nam Đông District, hasLocalMinorityLanguage, Cơ Tu language]
  • A. hasMinorityLanguageServices
    Indicates that an entity provides services specifically tailored for speakers of minority or less widely used languages.
  • B. areMinorityLanguagesIn chosen
    Indicates that the subject languages are minority (non-dominant) languages within the specified region, country, or larger linguistic context.
  • C. minorityLanguagePolicy
    Indicates a policy or set of rules governing the recognition, protection, and use of languages spoken by minority groups within a larger political or social context.
  • D. linguisticMinorityStatus
    Indicates that an entity belongs to a group whose primary language is not the dominant or official language of the surrounding society or region.
  • E. linguisticMinorityIn
    Indicates that a group or population constitutes a linguistic minority within a specified geographic or political region.
  • F. None of above.

Provenance (6 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_69d8e510024481908415c0d616fa6186 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e64052f61c81908bb49927d4246030 completed April 20, 2026, 3:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075f12fe008190bf2aaf7c63c44467 completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a0760583b588190b8f648acc26bc1ae completed May 15, 2026, 6:05 p.m.
NED2 Entity disambiguation (via description) batch_6a0761223cc081908e08a33eda54d222 completed May 15, 2026, 6:08 p.m.
PD Predicate disambiguation batch_69e514dbdb988190b55931a8138c73e7 completed April 19, 2026, 5:46 p.m.
Created at: April 10, 2026, 1:43 p.m.