Triple

T16767830
Position Surface form Disambiguated ID Type / Status
Subject Opokuma language E407512 entity
Predicate isPartOf P10 FINISHED
Object Niger Delta linguistic area
The Niger Delta linguistic area is a region in southern Nigeria characterized by a high concentration of diverse, often mutually influencing languages belonging to several different language families.
 E1231998 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: Niger Delta linguistic area | Statement: [Opokuma language, isPartOf, Niger Delta linguistic area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Niger Delta linguistic area
Context triple: [Opokuma language, isPartOf, Niger Delta linguistic area]
  • A. Niger Delta contact languages
    Niger Delta contact languages are a group of pidgin and creole varieties that developed in Nigeria’s Niger Delta region through sustained interaction among diverse ethnic groups, traders, and colonial influences.
  • B. Plateau languages of Nigeria
    The Plateau languages of Nigeria are a diverse group of Benue–Congo languages spoken mainly in central Nigeria, known for their significant linguistic variation and relatively small speaker communities.
  • C. Senegambia linguistic area
    The Senegambia linguistic area is a region in West Africa where languages from different families share common structural features due to long-term contact and convergence.
  • D. Sahelian linguistic area
    The Sahelian linguistic area is a broad region across the African Sahel where diverse languages from different families have converged and influenced each other through long-term contact, trade, and migration.
  • E. Ijaw languages
    Ijaw languages are a group of closely related Niger-Congo languages spoken primarily by the Ijaw people in the Niger Delta region of southern Nigeria.
  • 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: Niger Delta linguistic area
Triple: [Opokuma language, isPartOf, Niger Delta linguistic area]
Generated description
The Niger Delta linguistic area is a region in southern Nigeria characterized by a high concentration of diverse, often mutually influencing languages belonging to several different language families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Niger Delta linguistic area
Target entity description: The Niger Delta linguistic area is a region in southern Nigeria characterized by a high concentration of diverse, often mutually influencing languages belonging to several different language families.
  • A. Niger Delta contact languages
    Niger Delta contact languages are a group of pidgin and creole varieties that developed in Nigeria’s Niger Delta region through sustained interaction among diverse ethnic groups, traders, and colonial influences.
  • B. Plateau languages of Nigeria
    The Plateau languages of Nigeria are a diverse group of Benue–Congo languages spoken mainly in central Nigeria, known for their significant linguistic variation and relatively small speaker communities.
  • C. Senegambia linguistic area
    The Senegambia linguistic area is a region in West Africa where languages from different families share common structural features due to long-term contact and convergence.
  • D. Sahelian linguistic area
    The Sahelian linguistic area is a broad region across the African Sahel where diverse languages from different families have converged and influenced each other through long-term contact, trade, and migration.
  • E. Ijaw languages
    Ijaw languages are a group of closely related Niger-Congo languages spoken primarily by the Ijaw people in the Niger Delta region of southern Nigeria.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b033d6b88190a1366a58d63b0546 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a531ea7c81908630f16f6c685d49 completed May 10, 2026, 3:33 p.m.
NEDg Description generation batch_6a00a5b3ce848190a73f06d9708bfc85 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6734d008190bb0a5aa28826e73a completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 5:21 a.m.