Triple

T16767630
Position Surface form Disambiguated ID Type / Status
Subject Okrika language E407506 entity
Predicate isPartOf P10 FINISHED
Object Ijaw linguistic continuum
The Ijaw linguistic continuum is a group of closely related Niger-Congo languages spoken primarily by the Ijaw people in the Niger Delta region of southern Nigeria.
 E1231981 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: Ijaw linguistic continuum | Statement: [Okrika language, isPartOf, Ijaw linguistic continuum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ijaw linguistic continuum
Context triple: [Okrika language, isPartOf, Ijaw linguistic continuum]
  • A. Cora linguistic continuum
    The Cora linguistic continuum is a group of closely related Uto-Aztecan Cora dialects spoken in western Mexico that form a chain of mutually intelligible varieties rather than a single uniform language.
  • B. 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.
  • C. Yabem-Takia language continuum
    The Yabem–Takia language continuum is a group of closely related Austronesian languages spoken in coastal and island areas of northern Papua New Guinea, forming a dialect chain rather than a single uniform language.
  • D. Dimensions of a Creole Continuum
    "Dimensions of a Creole Continuum" is a seminal sociolinguistic study by John R. Rickford that analyzes the range and structure of creole varieties in Guyana to illuminate how social and linguistic factors shape creole continua.
  • E. 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.
  • 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: Ijaw linguistic continuum
Triple: [Okrika language, isPartOf, Ijaw linguistic continuum]
Generated description
The Ijaw linguistic continuum is a group of closely related Niger-Congo languages spoken primarily by the Ijaw people in the Niger Delta region of southern Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ijaw linguistic continuum
Target entity description: The Ijaw linguistic continuum is a group of closely related Niger-Congo languages spoken primarily by the Ijaw people in the Niger Delta region of southern Nigeria.
  • A. Cora linguistic continuum
    The Cora linguistic continuum is a group of closely related Uto-Aztecan Cora dialects spoken in western Mexico that form a chain of mutually intelligible varieties rather than a single uniform language.
  • B. 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.
  • C. Yabem-Takia language continuum
    The Yabem–Takia language continuum is a group of closely related Austronesian languages spoken in coastal and island areas of northern Papua New Guinea, forming a dialect chain rather than a single uniform language.
  • D. Dimensions of a Creole Continuum
    "Dimensions of a Creole Continuum" is a seminal sociolinguistic study by John R. Rickford that analyzes the range and structure of creole varieties in Guyana to illuminate how social and linguistic factors shape creole continua.
  • E. 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.
  • 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.