Triple

T6576331
Position Surface form Disambiguated ID Type / Status
Subject Humburi Senni language E155572 entity
Predicate alternateName P39 FINISHED
Object Humburi Senni Songhay
Humburi Senni Songhay is a Songhay language variety spoken primarily in parts of Mali along the Niger River.
 E603878 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: Humburi Senni Songhay | Statement: [Humburi Senni language, alternateName, Humburi Senni Songhay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Humburi Senni Songhay
Context triple: [Humburi Senni language, alternateName, Humburi Senni Songhay]
  • A. Koyra Chiini Songhay
    Koyra Chiini Songhay is a variety of the Songhay language spoken primarily along the Niger River in Mali, notably around Timbuktu.
  • B. Western Songhay of Timbuktu
    Western Songhay of Timbuktu is a variety of the Songhay language spoken around Timbuktu in Mali, known locally as Koyra Chiini.
  • C. Samba Pa Ti
    "Samba Pa Ti" is an instrumental Latin rock ballad by guitarist Carlos Santana, renowned for its expressive, melodic guitar work and enduring popularity since its release in 1970.
  • D. Peul
    Peul refers to the Fulani (Fulbe) people, a large West African ethnic group known for their pastoralist traditions and widespread presence across the Sahel and beyond.
  • E. Kelaat M'Gouna
    Kelaat M'Gouna is a Moroccan town famed for its rose cultivation and annual Rose Festival, attracting visitors to the Drâa-Tafilalet region.
  • 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: Humburi Senni Songhay
Triple: [Humburi Senni language, alternateName, Humburi Senni Songhay]
Generated description
Humburi Senni Songhay is a Songhay language variety spoken primarily in parts of Mali along the Niger River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Humburi Senni Songhay
Target entity description: Humburi Senni Songhay is a Songhay language variety spoken primarily in parts of Mali along the Niger River.
  • A. Koyra Chiini Songhay
    Koyra Chiini Songhay is a variety of the Songhay language spoken primarily along the Niger River in Mali, notably around Timbuktu.
  • B. Western Songhay of Timbuktu
    Western Songhay of Timbuktu is a variety of the Songhay language spoken around Timbuktu in Mali, known locally as Koyra Chiini.
  • C. Samba Pa Ti
    "Samba Pa Ti" is an instrumental Latin rock ballad by guitarist Carlos Santana, renowned for its expressive, melodic guitar work and enduring popularity since its release in 1970.
  • D. Peul
    Peul refers to the Fulani (Fulbe) people, a large West African ethnic group known for their pastoralist traditions and widespread presence across the Sahel and beyond.
  • E. Kelaat M'Gouna
    Kelaat M'Gouna is a Moroccan town famed for its rose cultivation and annual Rose Festival, attracting visitors to the Drâa-Tafilalet region.
  • 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_69c688151254819080387f87deab8fa7 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae7399488190b5f6948c60188aec completed March 27, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d56fe8f08190ad30773f29b207c5 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d828620081909c1b4dfaa96efd62 completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8a3d194819080f33e179a8a8679 completed March 27, 2026, 7:21 p.m.
Created at: March 27, 2026, 1:54 p.m.