Triple

T441419
Position Surface form Disambiguated ID Type / Status
Subject Niger Delta E10120 entity
Predicate conflict P12 FINISHED
Object 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.
E55731 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 conflict | Statement: [Niger Delta, conflict, Niger Delta conflict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niger Delta conflict
Context triple: [Niger Delta, conflict, Niger Delta conflict]
  • A. Tuareg rebellions in Niger
    The Tuareg rebellions in Niger were a series of armed uprisings by Tuareg groups, primarily in the 1990s and 2000s, seeking greater autonomy, political representation, and control over local resources in northern Niger.
  • B. Second Liberian Civil War
    The Second Liberian Civil War was a brutal conflict from 1999 to 2003 that led to the overthrow of President Charles Taylor, widespread atrocities, and a major international peacekeeping intervention that reshaped Liberia’s political landscape.
  • C. Chadian–Libyan conflict
    The Chadian–Libyan conflict was a series of armed confrontations from the 1970s to the late 1980s in which Libya, under Muammar Gaddafi, intervened militarily in Chad over territorial disputes and regional influence, culminating in Libya’s defeat and withdrawal.
  • D. Second Congo War
    The Second Congo War was a devastating multi-nation conflict in Central Africa from 1998 to 2003, often called “Africa’s World War” due to its scale, regional involvement, and immense human toll.
  • E. First Congo War
    The First Congo War was a 1996–1997 conflict in Central Africa that overthrew Zairean dictator Mobutu Sese Seko and brought Laurent-Désiré Kabila to power, marking the beginning of prolonged regional instability in the Democratic Republic of the Congo.
  • 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 conflict
Triple: [Niger Delta, conflict, Niger Delta conflict]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niger Delta conflict
Target entity description: 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.
  • A. Tuareg rebellions in Niger
    The Tuareg rebellions in Niger were a series of armed uprisings by Tuareg groups, primarily in the 1990s and 2000s, seeking greater autonomy, political representation, and control over local resources in northern Niger.
  • B. Second Liberian Civil War
    The Second Liberian Civil War was a brutal conflict from 1999 to 2003 that led to the overthrow of President Charles Taylor, widespread atrocities, and a major international peacekeeping intervention that reshaped Liberia’s political landscape.
  • C. Chadian–Libyan conflict
    The Chadian–Libyan conflict was a series of armed confrontations from the 1970s to the late 1980s in which Libya, under Muammar Gaddafi, intervened militarily in Chad over territorial disputes and regional influence, culminating in Libya’s defeat and withdrawal.
  • D. Second Congo War
    The Second Congo War was a devastating multi-nation conflict in Central Africa from 1998 to 2003, often called “Africa’s World War” due to its scale, regional involvement, and immense human toll.
  • E. First Congo War
    The First Congo War was a 1996–1997 conflict in Central Africa that overthrew Zairean dictator Mobutu Sese Seko and brought Laurent-Désiré Kabila to power, marking the beginning of prolonged regional instability in the Democratic Republic of the Congo.
  • 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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef2af84881909635ebbbb3465b1b completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a43e71ec4c8190ac1b80c01e0e83ad completed March 1, 2026, 1:26 p.m.
NEDg Description generation batch_69a43f2a7c848190b54aa6eb8e67ddaf completed March 1, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_69a43fcb0da4819088f4d491592e2a5a completed March 1, 2026, 1:31 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.