Triple

T430241
Position Surface form Disambiguated ID Type / Status
Subject Democratic Republic of the Congo E9695 entity
Predicate hasConflictHistory P3572 FINISHED
Object 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.
E54341 NE FINISHED

How this triple was built (5 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: First Congo War | Statement: [Democratic Republic of the Congo, hasConflictHistory, First Congo War]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: First Congo War
Context triple: [Democratic Republic of the Congo, hasConflictHistory, First Congo War]
  • A. 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.
  • 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. First Liberian Civil War
    The First Liberian Civil War was a brutal conflict from 1989 to 1997 that led to the overthrow of President Samuel Doe, widespread atrocities, and the near-collapse of Liberia’s state institutions.
  • D. 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.
  • E. Ethiopian Civil War
    The Ethiopian Civil War was a protracted conflict from 1974 to 1991 between the Marxist Derg regime and various rebel groups, which devastated the country and led to the overthrow of Ethiopia’s military government.
  • 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: First Congo War
Triple: [Democratic Republic of the Congo, hasConflictHistory, First Congo War]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: First Congo War
Target entity description: 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.
  • A. 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.
  • 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. First Liberian Civil War
    The First Liberian Civil War was a brutal conflict from 1989 to 1997 that led to the overthrow of President Samuel Doe, widespread atrocities, and the near-collapse of Liberia’s state institutions.
  • D. 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.
  • E. Ethiopian Civil War
    The Ethiopian Civil War was a protracted conflict from 1974 to 1991 between the Marxist Derg regime and various rebel groups, which devastated the country and led to the overthrow of Ethiopia’s military government.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasConflictHistory
Context triple: [Democratic Republic of the Congo, hasConflictHistory, First Congo War]
  • A. previousConflict
    Indicates that a conflict or dispute occurred between the entities at some earlier time prior to the current context.
  • B. hasHistoricalShiftFrom
    Indicates a relationship where one state, practice, or condition has been replaced or transformed over time from another earlier state, practice, or condition.
  • C. hasDisputeHistory chosen
    Indicates that there has been at least one prior dispute or conflict involving the related entities.
  • D. hasHistoricalShiftTo
    Indicates a change over time in which one state, condition, or configuration is replaced or transformed into another in a historically traceable way.
  • E. hasHistoricalInterruptions
    Indicates that the continuity of an event, process, or relationship has been broken by one or more distinct interruptions over time.
  • F. None of above.

Provenance (6 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eeedf68c81908473d6c6600961bd completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42f6938a08190a6c1433242832dea completed March 1, 2026, 12:22 p.m.
NEDg Description generation batch_69a43038d2348190a348e6661d27dde4 completed March 1, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_69a430f6c6f88190b5aecfe3c4c8957d completed March 1, 2026, 12:28 p.m.
PD Predicate disambiguation batch_69a2edd9264c8190b92f9a50348e5541 completed Feb. 28, 2026, 1:30 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.