Triple

T5361609
Position Surface form Disambiguated ID Type / Status
Subject Northeastern Turkic E103033 entity
Predicate hasMember P10 FINISHED
Object Tofa language
Tofa is a critically endangered Turkic language traditionally spoken by the Tofa (Tofalars) people of south-central Siberia in Russia.
 E514630 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: Tofa language | Statement: [Northeastern Turkic, hasMember, Tofa language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tofa language
Context triple: [Northeastern Turkic, hasMember, Tofa language]
  • A. Towa language
    Towa is a Native American language spoken by the Towa (Jemez) people of New Mexico and is part of the Puebloan language family.
  • B. Tobian language
    The Tobian language is a Micronesian language spoken primarily on Tobi Island in Palau, known for its small speaker population and close relation to other Carolinean languages.
  • C. Defaka language
    The Defaka language is a highly endangered Niger-Congo language spoken by a small community in Nigeria’s Niger Delta region.
  • D. Tokodede language
    Tokodede is an Austronesian language spoken primarily in the Liquiçá region of northwestern East Timor.
  • E. Gofa language
    The Gofa language is an Omotic language of southwestern Ethiopia spoken by the Gofa people and closely related to Wolaytta.
  • 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: Tofa language
Triple: [Northeastern Turkic, hasMember, Tofa language]
Generated description
Tofa is a critically endangered Turkic language traditionally spoken by the Tofa (Tofalars) people of south-central Siberia in Russia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tofa language
Target entity description: Tofa is a critically endangered Turkic language traditionally spoken by the Tofa (Tofalars) people of south-central Siberia in Russia.
  • A. Towa language
    Towa is a Native American language spoken by the Towa (Jemez) people of New Mexico and is part of the Puebloan language family.
  • B. Tobian language
    The Tobian language is a Micronesian language spoken primarily on Tobi Island in Palau, known for its small speaker population and close relation to other Carolinean languages.
  • C. Defaka language
    The Defaka language is a highly endangered Niger-Congo language spoken by a small community in Nigeria’s Niger Delta region.
  • D. Tokodede language
    Tokodede is an Austronesian language spoken primarily in the Liquiçá region of northwestern East Timor.
  • E. Gofa language
    The Gofa language is an Omotic language of southwestern Ethiopia spoken by the Gofa people and closely related to Wolaytta.
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd865a0bb081909579cfe7c7974075 completed March 20, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21ef7acc8190aa7ff990a04ff09c completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf25467ad481909a24fb4cb2953af6 completed March 21, 2026, 11:09 p.m.
NED2 Entity disambiguation (via description) batch_69bf25c28ad48190ad7f0e5cd9487a08 completed March 21, 2026, 11:12 p.m.
Created at: March 20, 2026, 2:02 p.m.