Triple
T2670330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niger Delta conflict |
E55731
|
entity |
| Predicate | notableMilitantGroup |
P26249
|
FINISHED |
| Object |
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.
|
E288185
|
NE FINISHED |
How this triple was built (5 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: Movement for the Emancipation of the Niger Delta | Statement: [Niger Delta conflict, notableMilitantGroup, Movement for the Emancipation of the Niger Delta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Movement for the Emancipation of the Niger Delta Context triple: [Niger Delta conflict, notableMilitantGroup, Movement for the Emancipation of the Niger Delta]
-
A.
The Africa We Want
"The Africa We Want" is the aspirational slogan encapsulating the African Union’s long-term vision for a peaceful, prosperous, and integrated continent under Agenda 2063.
-
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.
Nigeria, We Hail Thee
"Nigeria, We Hail Thee" is the former national anthem of Nigeria, used from independence in 1960 until it was replaced in 1978.
-
D.
One Africa, One Voice
One Africa, One Voice is the unifying slogan of the Pan-African Parliament, expressing its vision of a single, collective African voice in continental governance and decision-making.
-
E.
Let My People Go movement
The Let My People Go movement was a global campaign, especially active among Jews in the West, advocating for the right of Soviet Jews to emigrate and practice their religion freely during the Cold War.
- 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: Movement for the Emancipation of the Niger Delta Triple: [Niger Delta conflict, notableMilitantGroup, Movement for the Emancipation of the Niger Delta]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Movement for the Emancipation of the Niger Delta Target entity description: 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.
-
A.
The Africa We Want
"The Africa We Want" is the aspirational slogan encapsulating the African Union’s long-term vision for a peaceful, prosperous, and integrated continent under Agenda 2063.
-
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.
Nigeria, We Hail Thee
"Nigeria, We Hail Thee" is the former national anthem of Nigeria, used from independence in 1960 until it was replaced in 1978.
-
D.
One Africa, One Voice
One Africa, One Voice is the unifying slogan of the Pan-African Parliament, expressing its vision of a single, collective African voice in continental governance and decision-making.
-
E.
Let My People Go movement
The Let My People Go movement was a global campaign, especially active among Jews in the West, advocating for the right of Soviet Jews to emigrate and practice their religion freely during the Cold War.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableMilitantGroup Context triple: [Niger Delta conflict, notableMilitantGroup, Movement for the Emancipation of the Niger Delta]
-
A.
terroristOrganization
Indicates that an entity is recognized as a group that plans, supports, or carries out acts of terrorism.
-
B.
resistanceOrganization
chosen
Indicates an organization that actively opposes, resists, or fights against a dominant power, regime, or occupying force.
-
C.
ideologyOfInsurgents
Indicates the guiding beliefs, values, or political doctrine held by insurgent groups that shape their goals and actions.
-
D.
rebelInstitution
Indicates that an institution actively resists, opposes, or defies an established authority, system, or governing power.
-
E.
typeOfTerrorism
Indicates a classification relationship where an act or event is identified as belonging to a specific category or type of terrorism.
- F. None of above.
Provenance (6 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd98d32ac8190b8edd9421b706532 |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa05d028c8190860587da07ea7e9b |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa0fef4c481908db42628cd6e72fe |
completed | March 10, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1fc3884819094503650206ec788 |
completed | March 10, 2026, 4:45 a.m. |
| PD | Predicate disambiguation | batch_69abd8190ad481908f3e14ac84d0940a |
completed | March 7, 2026, 7:47 a.m. |
Created at: March 6, 2026, 9:54 p.m.