Triple
T11679354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oron people |
E277573
|
entity |
| Predicate | culturalArea |
P1968
|
FINISHED |
| Object |
Lower Niger–Benue cultural area
The Lower Niger–Benue cultural area is a historically rich region of southern Nigeria characterized by diverse ethnic groups, complex riverine trade networks, and shared cultural traditions in art, religion, and social organization.
|
E337061
|
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–Benue cultural area | Statement: [Oron people, culturalArea, Lower Niger–Benue cultural area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Niger–Benue cultural area Context triple: [Oron people, culturalArea, Lower Niger–Benue cultural area]
-
A.
Sudanic belt
The Sudanic belt is a broad linguistic and cultural zone across central Africa characterized by a continuum of languages and shared historical interactions between diverse ethnic groups.
-
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.
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.
-
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.
Ngada cultural area
The Ngada cultural area is a region in central Flores, Indonesia, known for its distinctive Ngada ethnic communities, traditional villages with megalithic stone structures, and rich ancestral rituals.
- 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–Benue cultural area Triple: [Oron people, culturalArea, Lower Niger–Benue cultural area]
Generated description
The Lower Niger–Benue cultural area is a historically rich region of southern Nigeria characterized by diverse ethnic groups, complex riverine trade networks, and shared cultural traditions in art, religion, and social organization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lower Niger–Benue cultural area Target entity description: The Lower Niger–Benue cultural area is a historically rich region of southern Nigeria characterized by diverse ethnic groups, complex riverine trade networks, and shared cultural traditions in art, religion, and social organization.
-
A.
Sudanic belt
The Sudanic belt is a broad linguistic and cultural zone across central Africa characterized by a continuum of languages and shared historical interactions between diverse ethnic groups.
-
B.
Niger River valley
chosen
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.
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.
-
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.
Ngada cultural area
The Ngada cultural area is a region in central Flores, Indonesia, known for its distinctive Ngada ethnic communities, traditional villages with megalithic stone structures, and rich ancestral rituals.
- F. None of above.
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_69d6aafd0a448190b44da30af8c6c519 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a461b0908190bef4e1c6777affcf |
completed | April 10, 2026, 7:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ef83098e2c819081c22462372f64b4 |
completed | April 27, 2026, 3:38 p.m. |
| NEDg | Description generation | batch_69ef96b0169081909ad5c5d40a006e64 |
completed | April 27, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69efb4dad6a481909a54511b6233993b |
completed | April 27, 2026, 7:11 p.m. |
Created at: April 8, 2026, 9:40 p.m.