Triple
T15651641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ikwerre Igbo |
E376325
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
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.
|
E1169447
|
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 contact languages | Statement: [Ikwerre Igbo, influencedBy, Niger Delta contact languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niger Delta contact languages Context triple: [Ikwerre Igbo, influencedBy, Niger Delta contact languages]
-
A.
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.
-
B.
Nuba Mountain languages
The Nuba Mountain languages are a diverse group of largely unrelated languages spoken in Sudan’s Nuba Mountains region, known for their complex linguistic diversity and areal features.
-
C.
The Languages and Linguistics of Africa
The Languages and Linguistics of Africa is a comprehensive scholarly volume that surveys the continent’s language families, their historical relationships, and key structural features within a modern linguistic framework.
-
D.
Cross-River languages
Cross-River languages are a branch of Benue–Congo languages spoken primarily in southeastern Nigeria, known for their considerable diversity and complex noun class systems.
-
E.
Kainji languages
Kainji languages are a group of Benue–Congo languages spoken primarily in northwestern and central 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 contact languages Triple: [Ikwerre Igbo, influencedBy, Niger Delta contact languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Niger Delta contact languages Target entity description: 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.
-
A.
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.
-
B.
Nuba Mountain languages
The Nuba Mountain languages are a diverse group of largely unrelated languages spoken in Sudan’s Nuba Mountains region, known for their complex linguistic diversity and areal features.
-
C.
The Languages and Linguistics of Africa
The Languages and Linguistics of Africa is a comprehensive scholarly volume that surveys the continent’s language families, their historical relationships, and key structural features within a modern linguistic framework.
-
D.
Cross-River languages
Cross-River languages are a branch of Benue–Congo languages spoken primarily in southeastern Nigeria, known for their considerable diversity and complex noun class systems.
-
E.
Kainji languages
Kainji languages are a group of Benue–Congo languages spoken primarily in northwestern and central 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_69d85cd1564c8190991adda63bfab4b0 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04eeed2d48190a7a8a618d90012d0 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff6797954c8190ac05ee3db634efa7 |
completed | May 9, 2026, 4:57 p.m. |
| NEDg | Description generation | batch_69ff68481ff881909c23ae20bd3a9ff8 |
completed | May 9, 2026, 5 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff6911a76c819088c8a86d2106b6c6 |
completed | May 9, 2026, 5:04 p.m. |
Created at: April 10, 2026, 4:15 a.m.