Triple

T12138447
Position Surface form Disambiguated ID Type / Status
Subject Oko languages E289120 entity
Predicate areSpokenBy P2181 FINISHED
Object Oko people
The Oko people are an ethnic group in Nigeria known for their distinct cultural traditions and use of related Volta–Niger languages.
E1209331 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: Oko people | Statement: [Oko languages, areSpokenBy, Oko people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oko people
Context triple: [Oko languages, areSpokenBy, Oko 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. 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.
  • C. 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.
  • D. Sango people
    The Sango people are a Central African ethnic group primarily associated with the Central African Republic, known for their use of the Sango language as a major lingua franca in the region.
  • E. 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.
  • 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: Oko people
Triple: [Oko languages, areSpokenBy, Oko people]
Generated description
The Oko people are an ethnic group in Nigeria known for their distinct cultural traditions and use of related Volta–Niger languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oko people
Target entity description: The Oko people are an ethnic group in Nigeria known for their distinct cultural traditions and use of related Volta–Niger languages.
  • 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. 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.
  • C. 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.
  • D. Sango people
    The Sango people are a Central African ethnic group primarily associated with the Central African Republic, known for their use of the Sango language as a major lingua franca in the region.
  • E. 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.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158eef48819083bdce283a363414 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a002d92c9788190aa4523a1e47bc561 completed May 10, 2026, 7:02 a.m.
NEDg Description generation batch_6a00305c62d0819092d06963e09d51fc completed May 10, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_6a0030e12bd08190aa101634c88e37e7 completed May 10, 2026, 7:16 a.m.
Created at: April 8, 2026, 9:49 p.m.