Triple

T2818245
Position Surface form Disambiguated ID Type / Status
Subject First Congo War E54341 entity
Predicate partOf P40 FINISHED
Object Congo Wars
The Congo Wars were a series of devastating late-20th-century conflicts in the Democratic Republic of the Congo involving multiple African nations and armed groups, often called “Africa’s World War” due to their scale and regional impact.
E54435 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: Congo Wars | Statement: [First Congo War, partOf, Congo Wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Congo Wars
Context triple: [First Congo War, partOf, Congo Wars]
  • A. 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.
  • B. 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.
  • C. Kivu conflict
    The Kivu conflict is a prolonged, multi-sided armed struggle in eastern Democratic Republic of the Congo involving government forces, rebel groups, and foreign actors, driven by ethnic tensions, control of mineral resources, and regional power dynamics.
  • D. Ituri conflict
    The Ituri conflict was a brutal ethnic and resource-driven war in northeastern Democratic Republic of the Congo, marked by widespread atrocities between rival militias and severe humanitarian crises in the early 2000s.
  • E. Angolan Civil War
    The Angolan Civil War was a protracted Cold War–era conflict in Angola (1975–2002) involving rival liberation movements and extensive foreign intervention, including Cuban, Soviet, South African, and U.S. support to opposing sides.
  • 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: Congo Wars
Triple: [First Congo War, partOf, Congo Wars]
Generated description
The Congo Wars were a series of devastating late-20th-century conflicts in the Democratic Republic of the Congo involving multiple African nations and armed groups, often called “Africa’s World War” due to their scale and regional impact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Congo Wars
Target entity description: The Congo Wars were a series of devastating late-20th-century conflicts in the Democratic Republic of the Congo involving multiple African nations and armed groups, often called “Africa’s World War” due to their scale and regional impact.
  • A. Second Congo War chosen
    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.
  • B. 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.
  • C. Kivu conflict
    The Kivu conflict is a prolonged, multi-sided armed struggle in eastern Democratic Republic of the Congo involving government forces, rebel groups, and foreign actors, driven by ethnic tensions, control of mineral resources, and regional power dynamics.
  • D. Ituri conflict
    The Ituri conflict was a brutal ethnic and resource-driven war in northeastern Democratic Republic of the Congo, marked by widespread atrocities between rival militias and severe humanitarian crises in the early 2000s.
  • E. Angolan Civil War
    The Angolan Civil War was a protracted Cold War–era conflict in Angola (1975–2002) involving rival liberation movements and extensive foreign intervention, including Cuban, Soviet, South African, and U.S. support to opposing sides.
  • 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_69ab49de0af08190b3da69683be1e728 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde6c44d881909f8275b6466e2f20 completed March 7, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69afcea4c994819095611958936cf090 completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afcf12e3a0819098f28d31434a0c5f completed March 10, 2026, 7:58 a.m.
NED2 Entity disambiguation (via description) batch_69afcf9c2d308190b111aa8038c9227a completed March 10, 2026, 8 a.m.
Created at: March 6, 2026, 9:59 p.m.