Triple

T9247489
Position Surface form Disambiguated ID Type / Status
Subject Khwarshi language E222232 entity
Predicate closelyRelatedTo P37 FINISHED
Object Botlikh language
The Botlikh language is a Northeast Caucasian language spoken by the Botlikh people in Dagestan, Russia, known for its complex phonology and morphology and its status as a highly endangered minority language.
E787220 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: Botlikh language | Statement: [Khwarshi language, closelyRelatedTo, Botlikh language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Botlikh language
Context triple: [Khwarshi language, closelyRelatedTo, Botlikh language]
  • A. Khinalug language
    The Khinalug language is a highly endangered Northeast Caucasian language spoken by the Khinalug people in a single mountain village in northern Azerbaijan.
  • B. Tsakhur language
    The Tsakhur language is a Northeast Caucasian language spoken primarily by the Tsakhur people in parts of Azerbaijan and Dagestan.
  • C. Kalina language
    The Kalina language is an indigenous Cariban language spoken by the Kalina (Carib) people of northern South America and the Caribbean coast.
  • D. Denya language
    Denya is a Bantoid language of the Mamfe group spoken by a small community in southwestern Cameroon.
  • E. Kayeli language
    The Kayeli language is an Austronesian language once spoken on Buru Island in Indonesia, now critically endangered or possibly extinct.
  • 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: Botlikh language
Triple: [Khwarshi language, closelyRelatedTo, Botlikh language]
Generated description
The Botlikh language is a Northeast Caucasian language spoken by the Botlikh people in Dagestan, Russia, known for its complex phonology and morphology and its status as a highly endangered minority language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Botlikh language
Target entity description: The Botlikh language is a Northeast Caucasian language spoken by the Botlikh people in Dagestan, Russia, known for its complex phonology and morphology and its status as a highly endangered minority language.
  • A. Khinalug language
    The Khinalug language is a highly endangered Northeast Caucasian language spoken by the Khinalug people in a single mountain village in northern Azerbaijan.
  • B. Tsakhur language
    The Tsakhur language is a Northeast Caucasian language spoken primarily by the Tsakhur people in parts of Azerbaijan and Dagestan.
  • C. Kalina language
    The Kalina language is an indigenous Cariban language spoken by the Kalina (Carib) people of northern South America and the Caribbean coast.
  • D. Denya language
    Denya is a Bantoid language of the Mamfe group spoken by a small community in southwestern Cameroon.
  • E. Kayeli language
    The Kayeli language is an Austronesian language once spoken on Buru Island in Indonesia, now critically endangered or possibly extinct.
  • 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_69ca841d2b18819089f9faf5b2c2aec0 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd05f55a848190a59e7087cc07f6ef completed April 1, 2026, 11:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d077f79cfc81908bae290aa25cf2a1 completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d07b1a5a3c81908a21d87ddaebc02a completed April 4, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69d07ee0cfc881909a091f988102d138 completed April 4, 2026, 3 a.m.
Created at: March 30, 2026, 7:31 p.m.