Triple

T2831918
Position Surface form Disambiguated ID Type / Status
Subject Tungusic languages E62256 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Ulch language
The Ulch language is a critically endangered Tungusic language spoken by the Ulch people in the Russian Far East, primarily along the lower Amur River.
E302346 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: Ulch language | Statement: [Tungusic languages, hasMemberLanguage, Ulch language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ulch language
Context triple: [Tungusic languages, hasMemberLanguage, Ulch language]
  • A. Tsakhur language
    The Tsakhur language is a Northeast Caucasian language spoken primarily by the Tsakhur people in parts of Azerbaijan and Dagestan.
  • B. Kalenjin languages
    Kalenjin languages are a group of closely related Southern Nilotic languages spoken primarily by the Kalenjin people of Kenya and neighboring regions of East Africa.
  • C. Yugtun
    Yugtun is the Central Alaskan Yup’ik language spoken by Yup’ik people in western and southwestern Alaska.
  • D. Sakha language
    The Sakha language is a Turkic language spoken primarily by the Sakha (Yakut) people in northeastern Siberia, where it serves as a major regional and cultural language.
  • E. Daur language
    The Daur language is a Mongolic language spoken primarily by the Daur ethnic group in northeastern China, notable for preserving several archaic features of the Mongolic family.
  • 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: Ulch language
Triple: [Tungusic languages, hasMemberLanguage, Ulch language]
Generated description
The Ulch language is a critically endangered Tungusic language spoken by the Ulch people in the Russian Far East, primarily along the lower Amur River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ulch language
Target entity description: The Ulch language is a critically endangered Tungusic language spoken by the Ulch people in the Russian Far East, primarily along the lower Amur River.
  • A. Tsakhur language
    The Tsakhur language is a Northeast Caucasian language spoken primarily by the Tsakhur people in parts of Azerbaijan and Dagestan.
  • B. Kalenjin languages
    Kalenjin languages are a group of closely related Southern Nilotic languages spoken primarily by the Kalenjin people of Kenya and neighboring regions of East Africa.
  • C. Yugtun
    Yugtun is the Central Alaskan Yup’ik language spoken by Yup’ik people in western and southwestern Alaska.
  • D. Sakha language
    The Sakha language is a Turkic language spoken primarily by the Sakha (Yakut) people in northeastern Siberia, where it serves as a major regional and cultural language.
  • E. Daur language
    The Daur language is a Mongolic language spoken primarily by the Daur ethnic group in northeastern China, notable for preserving several archaic features of the Mongolic family.
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdebe95188190bf65fb4cd88e2ec5 completed March 7, 2026, 8:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afceb771d48190a1467a6e58f756ad completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afd21bf66481909d0416cf591fc2cf completed March 10, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_69afd28839a881909c758e2ea202242a completed March 10, 2026, 8:12 a.m.
Created at: March 6, 2026, 10:01 p.m.