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.