Triple

T1357173
Position Surface form Disambiguated ID Type / Status
Subject Songhay languages E29015 entity
Predicate hasPart P35 FINISHED
Object Koyra Chiini language
Koyra Chiini is a Songhay language variety spoken primarily in and around Timbuktu in Mali.
 E155571 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: Koyra Chiini language | Statement: [Songhay languages, hasPart, Koyra Chiini language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Koyra Chiini language
Context triple: [Songhay languages, hasPart, Koyra Chiini language]
  • A. Koya language
    Koya language is a South-Central Dravidian language spoken by the Koya tribal communities in central and southern India.
  • B. Pichi language
    Pichi is an English-based creole language spoken primarily in Equatorial Guinea, where it serves as a major lingua franca and has significantly shaped local varieties of Spanish.
  • C. Chimariko language
    The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
  • D. Cochimí language
    The Cochimí language is an extinct indigenous language once spoken by the Cochimí people of the central Baja California peninsula in Mexico.
  • E. Puquina language
    The Puquina language is an extinct and poorly documented indigenous tongue once spoken in the central Andes, believed to have been associated with pre-Inca and possibly Tiwanaku-era civilizations.
  • 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: Koyra Chiini language
Triple: [Songhay languages, hasPart, Koyra Chiini language]
Generated description
Koyra Chiini is a Songhay language variety spoken primarily in and around Timbuktu in Mali.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Koyra Chiini language
Target entity description: Koyra Chiini is a Songhay language variety spoken primarily in and around Timbuktu in Mali.
  • A. Koya language
    Koya language is a South-Central Dravidian language spoken by the Koya tribal communities in central and southern India.
  • B. Pichi language
    Pichi is an English-based creole language spoken primarily in Equatorial Guinea, where it serves as a major lingua franca and has significantly shaped local varieties of Spanish.
  • C. Chimariko language
    The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
  • D. Cochimí language
    The Cochimí language is an extinct indigenous language once spoken by the Cochimí people of the central Baja California peninsula in Mexico.
  • E. Puquina language
    The Puquina language is an extinct and poorly documented indigenous tongue once spoken in the central Andes, believed to have been associated with pre-Inca and possibly Tiwanaku-era civilizations.
  • 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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c28db5048190a279ee9882caaeaf completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce6e264481909f7cb907486d3e08 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf141c3481909ae5ea849aee7604 completed March 8, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69accfba7fb88190801803f2ee67afe8 completed March 8, 2026, 1:24 a.m.
Created at: March 1, 2026, 7:56 p.m.