Triple
T16767811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kolokuma language |
E407511
|
entity |
| Predicate | hasNativeSpeakersIn |
P5231
|
FINISHED |
| Object |
Kolokuma-Opokuma Local Government Area
Kolokuma-Opokuma Local Government Area is an administrative region in Bayelsa State, Nigeria, known as a homeland of Kolokuma language speakers and part of the Niger Delta area.
|
E1234309
|
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: Kolokuma-Opokuma Local Government Area | Statement: [Kolokuma language, hasNativeSpeakersIn, Kolokuma-Opokuma Local Government Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kolokuma-Opokuma Local Government Area Context triple: [Kolokuma language, hasNativeSpeakersIn, Kolokuma-Opokuma Local Government Area]
-
A.
Akwanga Local Government Area
Akwanga Local Government Area is an administrative district in Nasarawa State, Nigeria, centered on the town of Akwanga and known for its role in local governance and regional commerce.
-
B.
Dutsin-Ma Local Government Area
Dutsin-Ma Local Government Area is an administrative region in Katsina State, Nigeria, centered around the town of Dutsin-Ma and responsible for local governance and public services in the area.
-
C.
Kukawa Local Government Area
Kukawa Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the historic town of Kukawa near the shores of Lake Chad.
-
D.
Okitipupa Local Government Area
Okitipupa Local Government Area is an administrative district in Ondo State, southwestern Nigeria, encompassing Okitipupa town and its surrounding communities.
-
E.
Nembe Local Government Area
Nembe Local Government Area is an administrative region in Bayelsa State, Nigeria, centered around the historic town of Nembe in the Niger Delta.
- 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: Kolokuma-Opokuma Local Government Area Triple: [Kolokuma language, hasNativeSpeakersIn, Kolokuma-Opokuma Local Government Area]
Generated description
Kolokuma-Opokuma Local Government Area is an administrative region in Bayelsa State, Nigeria, known as a homeland of Kolokuma language speakers and part of the Niger Delta area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kolokuma-Opokuma Local Government Area Target entity description: Kolokuma-Opokuma Local Government Area is an administrative region in Bayelsa State, Nigeria, known as a homeland of Kolokuma language speakers and part of the Niger Delta area.
-
A.
Akwanga Local Government Area
Akwanga Local Government Area is an administrative district in Nasarawa State, Nigeria, centered on the town of Akwanga and known for its role in local governance and regional commerce.
-
B.
Dutsin-Ma Local Government Area
Dutsin-Ma Local Government Area is an administrative region in Katsina State, Nigeria, centered around the town of Dutsin-Ma and responsible for local governance and public services in the area.
-
C.
Kukawa Local Government Area
Kukawa Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the historic town of Kukawa near the shores of Lake Chad.
-
D.
Okitipupa Local Government Area
Okitipupa Local Government Area is an administrative district in Ondo State, southwestern Nigeria, encompassing Okitipupa town and its surrounding communities.
-
E.
Nembe Local Government Area
Nembe Local Government Area is an administrative region in Bayelsa State, Nigeria, centered around the historic town of Nembe in the Niger Delta.
- 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_6a00aafa19888190bb7f96591f363867 |
completed | May 10, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_6a00af1c07548190935fe6a6cc68a97d |
completed | May 10, 2026, 4:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00af9868bc8190999ce536b3b961d9 |
completed | May 10, 2026, 4:17 p.m. |
Created at: April 10, 2026, 5:21 a.m.