Triple
T12100949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niger Delta Volunteer Force |
E288187
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | insurgency in the Niger Delta |
E55731
|
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: insurgency in the Niger Delta | Statement: [Niger Delta Volunteer Force, knownFor, insurgency in the Niger Delta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: insurgency in the Niger Delta Context triple: [Niger Delta Volunteer Force, knownFor, insurgency in the Niger Delta]
-
A.
Niger Delta conflict
chosen
The Niger Delta conflict is a long-running struggle in southern Nigeria involving militant groups, local communities, the government, and oil companies over resource control, environmental degradation, and political marginalization in the oil-rich region.
-
B.
Niger Delta militants
Niger Delta militants are armed groups from Nigeria’s oil-rich Niger Delta region known for attacking oil infrastructure, kidnapping for ransom, and demanding greater local control over oil revenues and environmental justice.
-
C.
Boko Haram insurgency
The Boko Haram insurgency is a prolonged Islamist militant campaign in and around northeastern Nigeria marked by mass violence, abductions, and displacement of civilians.
-
D.
Tuareg rebellions in Niger
The Tuareg rebellions in Niger were a series of armed uprisings by Tuareg groups, primarily in the 1990s and 2000s, seeking greater autonomy, political representation, and control over local resources in northern Niger.
-
E.
Niger Delta Vigilante
Niger Delta Vigilante is an armed militant group in Nigeria’s oil-rich Niger Delta region known for its involvement in violent struggles over resource control, local autonomy, and political influence.
- 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_69d6ab4a5c448190a110d1273314b21a |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9155576b48190849f0c3e079a935f |
completed | April 10, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e44c50081909041b006943a6b06 |
completed | May 2, 2026, 3:54 p.m. |
Created at: April 8, 2026, 9:48 p.m.