Triple

T430242
Position Surface form Disambiguated ID Type / Status
Subject Democratic Republic of the Congo E9695 entity
Predicate hasConflictHistory P3572 FINISHED
Object 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.
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: Second Congo War | Statement: [Democratic Republic of the Congo, hasConflictHistory, Second Congo War]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Second Congo War
Context triple: [Democratic Republic of the Congo, hasConflictHistory, Second Congo War]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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: Second Congo War
Triple: [Democratic Republic of the Congo, hasConflictHistory, Second Congo War]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Second Congo War
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f01be4108190b4c13346afd95a03 completed Feb. 28, 2026, 1:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69a431e1d6348190875a434414029e7d completed March 1, 2026, 12:32 p.m.
NEDg Description generation batch_69a432792adc8190b76730f1a5d605c4 completed March 1, 2026, 12:35 p.m.
NED2 Entity disambiguation (via description) batch_69a432add17c8190ad9117348cfaa348 completed March 1, 2026, 12:35 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.