Triple

T2670332
Position Surface form Disambiguated ID Type / Status
Subject Niger Delta conflict E55731 entity
Predicate notableMilitantGroup P26249 FINISHED
Object 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.
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 Volunteer Force | Statement: [Niger Delta conflict, notableMilitantGroup, Niger Delta Volunteer Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niger Delta Volunteer Force
Context triple: [Niger Delta conflict, notableMilitantGroup, Niger Delta Volunteer Force]
  • A. Niger Armed Forces
    The Niger Armed Forces are the national military of Niger, responsible for defending the country’s sovereignty, maintaining internal security, and conducting operations against insurgent and rebel groups.
  • B. Armed Forces of the Federal Republic of Nigeria
    The Armed Forces of the Federal Republic of Nigeria is the combined military organization of Nigeria, comprising its army, navy, and air force responsible for national defense and security.
  • C. Nigeria Police Force
    The Nigeria Police Force is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws throughout Nigeria.
  • D. Nigerian Air Force
    The Nigerian Air Force is the aerial warfare branch of Nigeria’s armed forces, responsible for defending the nation’s airspace and providing air support for military operations.
  • E. Biafran Air Force
    The Biafran Air Force was the small, improvised aerial warfare branch of the secessionist Republic of Biafra during the Nigerian Civil War, known for its resourceful use of limited and often outdated aircraft.
  • 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 Volunteer Force
Triple: [Niger Delta conflict, notableMilitantGroup, Niger Delta Volunteer Force]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niger Delta Volunteer Force
Target entity description: 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.
  • A. Niger Armed Forces
    The Niger Armed Forces are the national military of Niger, responsible for defending the country’s sovereignty, maintaining internal security, and conducting operations against insurgent and rebel groups.
  • B. Armed Forces of the Federal Republic of Nigeria
    The Armed Forces of the Federal Republic of Nigeria is the combined military organization of Nigeria, comprising its army, navy, and air force responsible for national defense and security.
  • C. Nigeria Police Force
    The Nigeria Police Force is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws throughout Nigeria.
  • D. Nigerian Air Force
    The Nigerian Air Force is the aerial warfare branch of Nigeria’s armed forces, responsible for defending the nation’s airspace and providing air support for military operations.
  • E. Biafran Air Force
    The Biafran Air Force was the small, improvised aerial warfare branch of the secessionist Republic of Biafra during the Nigerian Civil War, known for its resourceful use of limited and often outdated aircraft.
  • 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.