Triple
T12039821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Akoko languages |
E286630
|
entity |
| Predicate | primaryRegion |
P1103
|
FINISHED |
| Object |
Akoko region
The Akoko region is an area in southwestern Nigeria known for its cluster of closely related Akoko communities and their distinct languages and cultural traditions.
|
E962193
|
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: Akoko region | Statement: [Akoko languages, primaryRegion, Akoko region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akoko region Context triple: [Akoko languages, primaryRegion, Akoko region]
-
A.
Anioma region
The Anioma region is a culturally distinct Igbo-speaking area in Delta State, Nigeria, known for its shared linguistic heritage, customs, and historical identity.
-
B.
Ashanti Region
The Ashanti Region is a central area of Ghana known for its rich Ashanti cultural heritage, historic kingdoms, and major city of Kumasi.
-
C.
Kara Region
Kara Region is an administrative region in northern Togo known for its diverse ethnic groups, including Nawdm speakers, and its role as an important agricultural and cultural center.
-
D.
Oyo-Ile
Oyo-Ile was the historic political and cultural center of the Oyo Empire, one of the most powerful precolonial Yoruba states in West Africa.
-
E.
Oti Region
Oti Region is an administrative region in eastern Ghana, known for its diverse ethnic communities, including many Ewe-speaking populations, and its largely rural, agrarian landscape.
- 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: Akoko region Triple: [Akoko languages, primaryRegion, Akoko region]
Generated description
The Akoko region is an area in southwestern Nigeria known for its cluster of closely related Akoko communities and their distinct languages and cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Akoko region Target entity description: The Akoko region is an area in southwestern Nigeria known for its cluster of closely related Akoko communities and their distinct languages and cultural traditions.
-
A.
Anioma region
The Anioma region is a culturally distinct Igbo-speaking area in Delta State, Nigeria, known for its shared linguistic heritage, customs, and historical identity.
-
B.
Ashanti Region
The Ashanti Region is a central area of Ghana known for its rich Ashanti cultural heritage, historic kingdoms, and major city of Kumasi.
-
C.
Kara Region
Kara Region is an administrative region in northern Togo known for its diverse ethnic groups, including Nawdm speakers, and its role as an important agricultural and cultural center.
-
D.
Oyo-Ile
Oyo-Ile was the historic political and cultural center of the Oyo Empire, one of the most powerful precolonial Yoruba states in West Africa.
-
E.
Oti Region
Oti Region is an administrative region in eastern Ghana, known for its diverse ethnic communities, including many Ewe-speaking populations, and its largely rural, agrarian landscape.
- 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9040c1a6c8190aea1388e82dd8f5a |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49d9937a08190b2f606a1e55733b5 |
completed | May 1, 2026, 12:33 p.m. |
| NEDg | Description generation | batch_69f53d9460bc8190869f2b7d095d98cb |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f564ed64008190bfbeaf0991a7c2b8 |
completed | May 2, 2026, 2:43 a.m. |
Created at: April 8, 2026, 9:47 p.m.