Triple
T16363806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nembe Ijaw |
E397381
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Niger Delta coastal communities |
E10120
|
NE FINISHED |
How this triple was built (2 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 coastal communities | Statement: [Nembe Ijaw, partOf, Niger Delta coastal communities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niger Delta coastal communities Context triple: [Nembe Ijaw, partOf, Niger Delta coastal communities]
-
A.
Niger Delta ethnic groups
The Niger Delta ethnic groups are a diverse collection of indigenous peoples in Nigeria’s oil-rich Niger Delta region, known for their distinct languages, cultures, and histories shaped by riverine environments and resource-based conflicts.
-
B.
UNEP Environmental Assessment of Ogoniland
The UNEP Environmental Assessment of Ogoniland is a landmark United Nations report that documents extensive oil-related pollution in Nigeria’s Ogoniland region and outlines recommendations for its long-term environmental remediation and restoration.
-
C.
Movement for the Emancipation of the Niger Delta
The Movement for the Emancipation of the Niger Delta (MEND) is a militant group in Nigeria known for armed attacks, kidnappings, and sabotage targeting the oil industry to protest environmental damage and demand greater local control of oil revenues.
-
D.
Niger Delta
chosen
The Niger Delta is a vast, oil-rich coastal region in southern Nigeria known for its complex network of creeks and mangrove swamps, significant petroleum production, and associated environmental and social challenges.
-
E.
Sustainable Development Action Plan of the Niger Basin
The Sustainable Development Action Plan of the Niger Basin is a long-term regional strategy that guides coordinated environmental management, economic development, and water-resource use among Niger Basin countries under the Niger Basin Authority.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f2778dc8190aa95c7572db127e6 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2ff3aada88190a6e01f04c494a6ac |
completed | April 18, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002dbeabe081909e3d02676293e8b2 |
completed | May 10, 2026, 7:03 a.m. |
Created at: April 10, 2026, 5:08 a.m.