Triple
T2670333
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niger Delta conflict |
E55731
|
entity |
| Predicate | notableMilitantGroup |
P26249
|
FINISHED |
| Object |
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.
|
E288188
|
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 Liberation Front | Statement: [Niger Delta conflict, notableMilitantGroup, Niger Delta Liberation Front]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niger Delta Liberation Front Context triple: [Niger Delta conflict, notableMilitantGroup, Niger Delta Liberation Front]
-
A.
National Patriotic Front of Liberia
The National Patriotic Front of Liberia was a rebel group led by Charles Taylor that became a major faction in the First Liberian Civil War and played a central role in the country’s political upheaval in the early 1990s.
-
B.
Karen National Liberation Army
The Karen National Liberation Army is the military wing of a Karen ethnic nationalist movement in Myanmar, engaged in one of the world’s longest-running insurgencies against the central government.
-
C.
Oromo Liberation Front
The Oromo Liberation Front is an Ethiopian political and armed movement founded to advocate for the self-determination and rights of the Oromo people, historically engaging in insurgency against the central government.
-
D.
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.
-
E.
Azanian People’s Liberation Army
The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
- 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 Liberation Front Triple: [Niger Delta conflict, notableMilitantGroup, Niger Delta Liberation Front]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Niger Delta Liberation Front Target entity description: 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.
-
A.
National Patriotic Front of Liberia
The National Patriotic Front of Liberia was a rebel group led by Charles Taylor that became a major faction in the First Liberian Civil War and played a central role in the country’s political upheaval in the early 1990s.
-
B.
Karen National Liberation Army
The Karen National Liberation Army is the military wing of a Karen ethnic nationalist movement in Myanmar, engaged in one of the world’s longest-running insurgencies against the central government.
-
C.
Oromo Liberation Front
The Oromo Liberation Front is an Ethiopian political and armed movement founded to advocate for the self-determination and rights of the Oromo people, historically engaging in insurgency against the central government.
-
D.
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.
-
E.
Azanian People’s Liberation Army
The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
- 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abdd1e80dc819083e04e1427d187d0 |
completed | March 7, 2026, 8:09 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. |
Created at: March 6, 2026, 9:54 p.m.