Triple

T12165807
Position Surface form Disambiguated ID Type / Status
Subject Niger Delta Vigilante E289829 entity
Predicate relatedTo P37 FINISHED
Object Niger Delta People’s Volunteer Force
The Niger Delta People’s Volunteer Force is an armed militant group in Nigeria’s oil-rich Niger Delta region, known for its campaigns against the federal government and oil companies over resource control and local autonomy.
 E288187 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 People’s Volunteer Force | Statement: [Niger Delta Vigilante, relatedTo, Niger Delta People’s Volunteer Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Niger Delta People’s Volunteer Force
Context triple: [Niger Delta Vigilante, relatedTo, Niger Delta People’s Volunteer Force]
  • A. 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.
  • B. 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.
  • C. Nigerien National Guard
    The Nigerien National Guard is a paramilitary security force in Niger responsible for internal security, border protection, and support to the country’s armed forces and law enforcement agencies.
  • D. 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.
  • E. Nigerian Army
    The Nigerian Army is the land warfare branch of Nigeria’s armed forces and one of the largest and most influential military institutions in West Africa.
  • 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 People’s Volunteer Force
Triple: [Niger Delta Vigilante, relatedTo, Niger Delta People’s Volunteer Force]
Generated description
The Niger Delta People’s Volunteer Force is an armed militant group in Nigeria’s oil-rich Niger Delta region, known for its campaigns against the federal government and oil companies over resource control and local autonomy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Niger Delta People’s Volunteer Force
Target entity description: The Niger Delta People’s Volunteer Force is an armed militant group in Nigeria’s oil-rich Niger Delta region, known for its campaigns against the federal government and oil companies over resource control and local autonomy.
  • A. Niger Delta Volunteer Force chosen
    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.
  • B. 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.
  • C. Nigerien National Guard
    The Nigerien National Guard is a paramilitary security force in Niger responsible for internal security, border protection, and support to the country’s armed forces and law enforcement agencies.
  • D. 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.
  • E. Nigerian Army
    The Nigerian Army is the land warfare branch of Nigeria’s armed forces and one of the largest and most influential military institutions in West Africa.
  • F. None of above.

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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915d7109481908bf5fe512bba3c89 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6a2716081909620a9d11cfcc2d8 completed May 2, 2026, 1:05 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, 9:50 p.m.