Triple
T12100879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Movement for the Emancipation of the Niger Delta |
E288185
|
entity |
| Predicate | composition |
P87
|
FINISHED |
| Object |
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.
|
E966337
|
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: Niger Delta militants | Statement: [Movement for the Emancipation of the Niger Delta, composition, Niger Delta militants]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niger Delta militants Context triple: [Movement for the Emancipation of the Niger Delta, composition, Niger Delta militants]
-
A.
Niger Delta Liberation Front
The Niger Delta Liberation Front is an armed militant group active in Nigeria’s oil-rich Niger Delta region, known for attacks on oil infrastructure and demands for greater local control of resources.
-
B.
Niger Delta conflict
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.
-
C.
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.
-
D.
Niger Delta Volunteer Force
The Niger Delta Volunteer Force is an armed militant group in Nigeria’s oil-rich Niger Delta region known for its insurgent activities over resource control and political grievances.
-
E.
Mai-Mai militias
The Mai-Mai militias are loosely organized, community-based armed groups in the Democratic Republic of the Congo known for their role in local self-defense and involvement in the country’s prolonged conflicts.
- 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: Niger Delta militants Triple: [Movement for the Emancipation of the Niger Delta, composition, Niger Delta militants]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Niger Delta militants Target entity description: 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.
-
A.
Niger Delta Liberation Front
The Niger Delta Liberation Front is an armed militant group active in Nigeria’s oil-rich Niger Delta region, known for attacks on oil infrastructure and demands for greater local control of resources.
-
B.
Niger Delta conflict
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.
-
C.
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.
-
D.
Niger Delta Volunteer Force
The Niger Delta Volunteer Force is an armed militant group in Nigeria’s oil-rich Niger Delta region known for its insurgent activities over resource control and political grievances.
-
E.
Mai-Mai militias
The Mai-Mai militias are loosely organized, community-based armed groups in the Democratic Republic of the Congo known for their role in local self-defense and involvement in the country’s prolonged conflicts.
- 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_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_69f5f674eab481909859b5403741eddd |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f6017f89d88190b766af7828794d87 |
completed | May 2, 2026, 1:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60232d89881909f254da6deb7f321 |
completed | May 2, 2026, 1:54 p.m. |
Created at: April 8, 2026, 9:48 p.m.