Triple

T2456568
Position Surface form Disambiguated ID Type / Status
Subject Second Congo War E54435 entity
Predicate followedBy P78 FINISHED
Object 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.
E269812 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: Kivu conflict | Statement: [Second Congo War, followedBy, Kivu conflict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kivu conflict
Context triple: [Second Congo War, followedBy, Kivu conflict]
  • 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. Darfur conflict
    The Darfur conflict is a protracted armed struggle in western Sudan marked by mass atrocities, displacement, and accusations of genocide against government-backed militias targeting non-Arab populations.
  • D. South Sudanese Civil War
    The South Sudanese Civil War was a brutal internal conflict that erupted in 2013 between forces loyal to President Salva Kiir and those aligned with former Vice President Riek Machar, causing massive displacement, ethnic violence, and humanitarian crisis in the world’s newest country.
  • E. Ogaden conflict
    The Ogaden conflict is a long-running insurgency and counterinsurgency in Ethiopia’s Somali Region, primarily involving ethnic Somali separatists seeking self-determination and the Ethiopian state.
  • 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: Kivu conflict
Triple: [Second Congo War, followedBy, Kivu conflict]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kivu conflict
Target entity description: 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.
  • 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. Darfur conflict
    The Darfur conflict is a protracted armed struggle in western Sudan marked by mass atrocities, displacement, and accusations of genocide against government-backed militias targeting non-Arab populations.
  • D. South Sudanese Civil War
    The South Sudanese Civil War was a brutal internal conflict that erupted in 2013 between forces loyal to President Salva Kiir and those aligned with former Vice President Riek Machar, causing massive displacement, ethnic violence, and humanitarian crisis in the world’s newest country.
  • E. Ogaden conflict
    The Ogaden conflict is a long-running insurgency and counterinsurgency in Ethiopia’s Somali Region, primarily involving ethnic Somali separatists seeking self-determination and the Ethiopian state.
  • 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_69ab49dee84c819096b50a0049c347ac completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd106f4608190ae17ddbd24fad97e completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69af17932530819097caefff366e2183 completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af18e9d328819096130bc1631a5005 completed March 9, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69af19608cd48190aae972259090e0ee completed March 9, 2026, 7:02 p.m.
Created at: March 6, 2026, 9:44 p.m.