Triple

T11303151
Position Surface form Disambiguated ID Type / Status
Subject Lobi language E267645 entity
Predicate ethnicGroup P194 FINISHED
Object Lobi people
The Lobi people are an ethnic group of West Africa, primarily found in Burkina Faso, Ghana, and Côte d’Ivoire, known for their distinctive mud architecture, wooden sculpture, and decentralized social organization.
E1065256 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 people | Statement: [Lobi language, ethnicGroup, Lobi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lobi people
Context triple: [Lobi language, ethnicGroup, Lobi people]
  • A. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • B. Aja people
    The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
  • C. Nengone people
    The Nengone people are an indigenous Melanesian community of New Caledonia, primarily inhabiting Maré Island and known for their distinct Austronesian language and rich customary traditions.
  • D. Konjo people
    The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
  • E. Urhobo people
    The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta 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: Lobi people
Triple: [Lobi language, ethnicGroup, Lobi people]
Generated description
The Lobi people are an ethnic group of West Africa, primarily found in Burkina Faso, Ghana, and Côte d’Ivoire, known for their distinctive mud architecture, wooden sculpture, and decentralized social organization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lobi people
Target entity description: The Lobi people are an ethnic group of West Africa, primarily found in Burkina Faso, Ghana, and Côte d’Ivoire, known for their distinctive mud architecture, wooden sculpture, and decentralized social organization.
  • A. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • B. Aja people
    The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
  • C. Nengone people
    The Nengone people are an indigenous Melanesian community of New Caledonia, primarily inhabiting Maré Island and known for their distinct Austronesian language and rich customary traditions.
  • D. Konjo people
    The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
  • E. Urhobo people
    The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta 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_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_69f7c0cf61108190a15ab76454fc0d75 completed May 3, 2026, 9:40 p.m.
NEDg Description generation batch_69f7c20da9448190b3167b091bd39b94 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c2cc63148190b9ca2828abe54286 completed May 3, 2026, 9:49 p.m.
Created at: April 8, 2026, 9:32 p.m.