Triple

T11302686
Position Surface form Disambiguated ID Type / Status
Subject Voltaic languages E267634 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Lobi
Lobi is a Gur (Voltaic) language spoken primarily by the Lobi people in Burkina Faso, Ghana, and Côte d’Ivoire.
 E917983 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: Lobi | Statement: [Voltaic languages, hasMemberLanguage, Lobi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lobi
Context triple: [Voltaic languages, hasMemberLanguage, Lobi]
  • A. Laiolo
    Laiolo is an alternate name for the Laiyolo language, an Austronesian language spoken in parts of Indonesia.
  • B. Liboi
    Liboi is a small Kenyan border town in the arid northeast near Somalia, serving as a local trading and transit point.
  • C. Kalabo
    Kalabo is a significant town in western Zambia’s Barotseland region, serving as a local administrative and commercial center near the Zambezi floodplains.
  • D. Labro
    Labro is a small medieval hilltop village in central Italy known for its well-preserved historic architecture and scenic views over Lake Piediluco.
  • E. Laworo
    Laworo is a town in Indonesia that serves as one of the urban centers within the province of Southeast Sulawesi.
  • 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: Lobi
Triple: [Voltaic languages, hasMemberLanguage, Lobi]
Generated description
Lobi is a Gur (Voltaic) language spoken primarily by the Lobi people in Burkina Faso, Ghana, and Côte d’Ivoire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lobi
Target entity description: Lobi is a Gur (Voltaic) language spoken primarily by the Lobi people in Burkina Faso, Ghana, and Côte d’Ivoire.
  • A. Laiolo
    Laiolo is an alternate name for the Laiyolo language, an Austronesian language spoken in parts of Indonesia.
  • B. Liboi
    Liboi is a small Kenyan border town in the arid northeast near Somalia, serving as a local trading and transit point.
  • C. Kalabo
    Kalabo is a significant town in western Zambia’s Barotseland region, serving as a local administrative and commercial center near the Zambezi floodplains.
  • D. Labro
    Labro is a small medieval hilltop village in central Italy known for its well-preserved historic architecture and scenic views over Lake Piediluco.
  • E. Laworo
    Laworo is a town in Indonesia that serves as one of the urban centers within the province of Southeast Sulawesi.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a5c3788190ba54eda514b97903 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a57366081908a05fc52c5d4074c completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510f9edb4819097e9fa1ce85504ed completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516ac8dec81909c9c1eece372189e completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:32 p.m.