Triple

T6120412
Position Surface form Disambiguated ID Type / Status
Subject Yao E136467 entity
Predicate hasAlternativeName P39 FINISHED
Object Yao language
The Yao language is a Bantu language spoken primarily by the Yao people in Malawi, Mozambique, and Tanzania.
 E570024 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: Yao language | Statement: [Yao, hasAlternativeName, Yao language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yao language
Context triple: [Yao, hasAlternativeName, Yao language]
  • A. Tai Khamyang language
    The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
  • B. Kaili language
    The Kaili language is an Austronesian language spoken primarily in Central Sulawesi, Indonesia, known for its multiple dialects and role as a regional lingua franca.
  • C. Jiarong language
    The Jiarong language is a Sino-Tibetan language spoken primarily by the Rgyalrong (Jiarong) people of Sichuan, China, noted for its complex phonology and morphology.
  • D. Jingpo language
    The Jingpo language is a Tibeto-Burman language spoken primarily by the Jingpo (Kachin) people in northern Myanmar and adjacent regions of China and India.
  • E. Tai Lue language
    Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai 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: Yao language
Triple: [Yao, hasAlternativeName, Yao language]
Generated description
The Yao language is a Bantu language spoken primarily by the Yao people in Malawi, Mozambique, and Tanzania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yao language
Target entity description: The Yao language is a Bantu language spoken primarily by the Yao people in Malawi, Mozambique, and Tanzania.
  • A. Tai Khamyang language
    The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
  • B. Kaili language
    The Kaili language is an Austronesian language spoken primarily in Central Sulawesi, Indonesia, known for its multiple dialects and role as a regional lingua franca.
  • C. Jiarong language
    The Jiarong language is a Sino-Tibetan language spoken primarily by the Rgyalrong (Jiarong) people of Sichuan, China, noted for its complex phonology and morphology.
  • D. Jingpo language
    The Jingpo language is a Tibeto-Burman language spoken primarily by the Jingpo (Kachin) people in northern Myanmar and adjacent regions of China and India.
  • E. Tai Lue language
    Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai 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_69c0089f851c81909e5e189a617dcff6 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05bef8dc08190b917ad7209188c62 completed March 22, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1257153748190947cd80589620f12 completed March 23, 2026, 11:35 a.m.
NEDg Description generation batch_69c129464108819086b1a3991ef4c9e1 completed March 23, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c129d7cd348190963e1a266d5e88ae completed March 23, 2026, 11:53 a.m.
Created at: March 22, 2026, 4:14 p.m.