Triple

T8656981
Position Surface form Disambiguated ID Type / Status
Subject Akha people E205443 entity
Predicate primaryLanguage P238 FINISHED
Object Akha language
The Akha language is a Tibeto-Burman language spoken by the Akha ethnic group across the highland regions of Myanmar, China, Laos, Thailand, and Vietnam.
 E748742 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: Akha language | Statement: [Akha people, primaryLanguage, Akha language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Akha language
Context triple: [Akha people, primaryLanguage, Akha language]
  • A. Achagua language
    The Achagua language is an indigenous Arawakan tongue spoken by the Achagua people of Colombia and Venezuela, known for its endangered status and importance to regional cultural heritage.
  • B. Kaxabu language
    The Kaxabu language is an indigenous Formosan language of Taiwan spoken by the Kaxabu people and considered highly endangered.
  • C. Tadaksahak language
    The Tadaksahak language is a Northern Songhay language spoken primarily by the pastoralist Tadaksahak (Idaksahak) people of Mali, influenced by both Berber and Tuareg languages.
  • D. Aka-Kede language
    The Aka-Kede language is an extinct Ongan language once spoken by the indigenous Andamanese Aka-Kede people of North Andaman Island in India.
  • E. Aka-Bea language
    The Aka-Bea language is an extinct indigenous tongue once spoken by the Great Andamanese Aka-Bea people of the Andaman Islands in the Bay of Bengal.
  • 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: Akha language
Triple: [Akha people, primaryLanguage, Akha language]
Generated description
The Akha language is a Tibeto-Burman language spoken by the Akha ethnic group across the highland regions of Myanmar, China, Laos, Thailand, and Vietnam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Akha language
Target entity description: The Akha language is a Tibeto-Burman language spoken by the Akha ethnic group across the highland regions of Myanmar, China, Laos, Thailand, and Vietnam.
  • A. Achagua language
    The Achagua language is an indigenous Arawakan tongue spoken by the Achagua people of Colombia and Venezuela, known for its endangered status and importance to regional cultural heritage.
  • B. Kaxabu language
    The Kaxabu language is an indigenous Formosan language of Taiwan spoken by the Kaxabu people and considered highly endangered.
  • C. Tadaksahak language
    The Tadaksahak language is a Northern Songhay language spoken primarily by the pastoralist Tadaksahak (Idaksahak) people of Mali, influenced by both Berber and Tuareg languages.
  • D. Aka-Kede language
    The Aka-Kede language is an extinct Ongan language once spoken by the indigenous Andamanese Aka-Kede people of North Andaman Island in India.
  • E. Aka-Bea language
    The Aka-Bea language is an extinct indigenous tongue once spoken by the Great Andamanese Aka-Bea people of the Andaman Islands in the Bay of Bengal.
  • 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_69ca8350897c819086cde7596fbe5fe7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc484569788190aa41395854684e6f completed March 31, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccec941881908263cd3205f10ccd completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8c4bdc8190988990c675f50f86 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf3a0e78819082cc7c43eceae309 completed April 2, 2026, 8:19 p.m.
Created at: March 30, 2026, 6:30 p.m.