Triple

T1357179
Position Surface form Disambiguated ID Type / Status
Subject Songhay languages E29015 entity
Predicate hasPart P35 FINISHED
Object Djenné Chiini language
Djenné Chiini is a regional variety of the Songhay language cluster spoken around the town of Djenné in Mali.
 E155574 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: Djenné Chiini language | Statement: [Songhay languages, hasPart, Djenné Chiini language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Djenné Chiini language
Context triple: [Songhay languages, hasPart, Djenné Chiini language]
  • A. Dinka language
    The Dinka language is a Western Nilotic language spoken primarily by the Dinka people of South Sudan, known for its complex system of tones and vowel lengths.
  • B. Konjo language
    The Konjo language is an Austronesian language spoken by the Konjo people of South Sulawesi, Indonesia, known for its distinct coastal and highland dialects.
  • C. Fula language
    The Fula language is a widely spoken West and Central African language of the Niger-Congo family, used by the Fulani people across numerous countries from Senegal to Cameroon and beyond.
  • D. Nupe language
    The Nupe language is a Niger-Congo language spoken primarily by the Nupe people in central Nigeria, especially in the Middle Belt region.
  • E. Baoulé language
    The Baoulé language is a Niger-Congo language spoken primarily by the Baoulé people of central Côte d'Ivoire.
  • 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: Djenné Chiini language
Triple: [Songhay languages, hasPart, Djenné Chiini language]
Generated description
Djenné Chiini is a regional variety of the Songhay language cluster spoken around the town of Djenné in Mali.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Djenné Chiini language
Target entity description: Djenné Chiini is a regional variety of the Songhay language cluster spoken around the town of Djenné in Mali.
  • A. Dinka language
    The Dinka language is a Western Nilotic language spoken primarily by the Dinka people of South Sudan, known for its complex system of tones and vowel lengths.
  • B. Konjo language
    The Konjo language is an Austronesian language spoken by the Konjo people of South Sulawesi, Indonesia, known for its distinct coastal and highland dialects.
  • C. Fula language
    The Fula language is a widely spoken West and Central African language of the Niger-Congo family, used by the Fulani people across numerous countries from Senegal to Cameroon and beyond.
  • D. Nupe language
    The Nupe language is a Niger-Congo language spoken primarily by the Nupe people in central Nigeria, especially in the Middle Belt region.
  • E. Baoulé language
    The Baoulé language is a Niger-Congo language spoken primarily by the Baoulé people of central Côte d'Ivoire.
  • 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.