Triple
T12401197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Igboid languages |
E296255
|
entity |
| Predicate | arealClassification |
P26631
|
FINISHED |
| Object |
Lower Niger region
The Lower Niger region is a linguistically diverse area of southern Nigeria encompassing the lower reaches of the Niger River, known for its dense concentration of Niger-Congo language groups and complex cultural interactions.
|
E985046
|
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: Lower Niger region | Statement: [Igboid languages, arealClassification, Lower Niger region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Niger region Context triple: [Igboid languages, arealClassification, Lower Niger region]
-
A.
Southern Niger
Southern Niger is a predominantly Hausa-inhabited region of Niger known for its dense population, agricultural activity, and role as a cultural and economic heartland of the country.
-
B.
Niger River valley
The Niger River valley is a fertile and historically significant region in West Africa that has long supported dense human settlement, agriculture, and trade along the course of the Niger River.
-
C.
Northern Benin
Northern Benin is a region in the modern Republic of Benin that historically lay on the southern fringes of the Fulani (Sokoto) Caliphate’s influence in West Africa.
-
D.
Upper Guinea
Upper Guinea is a natural and historical region in eastern Guinea characterized by savanna landscapes and significant agricultural and mining activities.
-
E.
Sokoto Basin
The Sokoto Basin is a large sedimentary basin in northwestern Nigeria known for its extensive Cretaceous–Tertiary rock formations and significant groundwater and mineral resources.
- 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: Lower Niger region Triple: [Igboid languages, arealClassification, Lower Niger region]
Generated description
The Lower Niger region is a linguistically diverse area of southern Nigeria encompassing the lower reaches of the Niger River, known for its dense concentration of Niger-Congo language groups and complex cultural interactions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lower Niger region Target entity description: The Lower Niger region is a linguistically diverse area of southern Nigeria encompassing the lower reaches of the Niger River, known for its dense concentration of Niger-Congo language groups and complex cultural interactions.
-
A.
Southern Niger
Southern Niger is a predominantly Hausa-inhabited region of Niger known for its dense population, agricultural activity, and role as a cultural and economic heartland of the country.
-
B.
Niger River valley
The Niger River valley is a fertile and historically significant region in West Africa that has long supported dense human settlement, agriculture, and trade along the course of the Niger River.
-
C.
Northern Benin
Northern Benin is a region in the modern Republic of Benin that historically lay on the southern fringes of the Fulani (Sokoto) Caliphate’s influence in West Africa.
-
D.
Upper Guinea
Upper Guinea is a natural and historical region in eastern Guinea characterized by savanna landscapes and significant agricultural and mining activities.
-
E.
Sokoto Basin
The Sokoto Basin is a large sedimentary basin in northwestern Nigeria known for its extensive Cretaceous–Tertiary rock formations and significant groundwater and mineral resources.
- 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d46007c81908e0f4b590402bf58 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63efc0c7081909fe7d1818a081684 |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f6412345ac8190826f4fecb8055fb5 |
completed | May 2, 2026, 6:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64231606481909b8dd9d878670a6c |
completed | May 2, 2026, 6:28 p.m. |
Created at: April 8, 2026, 9:55 p.m.