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.