Triple

T2818253
Position Surface form Disambiguated ID Type / Status
Subject First Congo War E54341 entity
Predicate belligerent P375 FINISHED
Object Alliance of Democratic Forces for the Liberation of Congo-Zaire
The Alliance of Democratic Forces for the Liberation of Congo-Zaire was a Rwandan- and Ugandan-backed rebel coalition led by Laurent-Désiré Kabila that overthrew Mobutu Sese Seko and seized power in Zaire (now the Democratic Republic of the Congo) in 1997.
E300911 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: Alliance of Democratic Forces for the Liberation of Congo-Zaire | Statement: [First Congo War, belligerent, Alliance of Democratic Forces for the Liberation of Congo-Zaire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alliance of Democratic Forces for the Liberation of Congo-Zaire
Context triple: [First Congo War, belligerent, Alliance of Democratic Forces for the Liberation of Congo-Zaire]
  • A. Movement for the Liberation of Congo
    The Movement for the Liberation of Congo was a major rebel group and political movement in the Democratic Republic of the Congo, led by Jean-Pierre Bemba, that played a significant role in the country’s civil conflicts before transitioning into a political party.
  • B. Azanian People’s Liberation Army
    The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
  • C. All-African People’s Revolutionary Party
    The All-African People’s Revolutionary Party is a pan-African socialist political organization dedicated to the liberation and unification of African people worldwide.
  • D. National Patriotic Front of Liberia
    The National Patriotic Front of Liberia was a rebel group led by Charles Taylor that became a major faction in the First Liberian Civil War and played a central role in the country’s political upheaval in the early 1990s.
  • E. Forces démocratiques de libération du Rwanda
    The Forces démocratiques de libération du Rwanda (FDLR) is a Hutu rebel group operating mainly in eastern Democratic Republic of Congo, composed in part of perpetrators and remnants of forces involved in the 1994 Rwandan genocide and long implicated in regional violence and atrocities.
  • 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: Alliance of Democratic Forces for the Liberation of Congo-Zaire
Triple: [First Congo War, belligerent, Alliance of Democratic Forces for the Liberation of Congo-Zaire]
Generated description
The Alliance of Democratic Forces for the Liberation of Congo-Zaire was a Rwandan- and Ugandan-backed rebel coalition led by Laurent-Désiré Kabila that overthrew Mobutu Sese Seko and seized power in Zaire (now the Democratic Republic of the Congo) in 1997.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alliance of Democratic Forces for the Liberation of Congo-Zaire
Target entity description: The Alliance of Democratic Forces for the Liberation of Congo-Zaire was a Rwandan- and Ugandan-backed rebel coalition led by Laurent-Désiré Kabila that overthrew Mobutu Sese Seko and seized power in Zaire (now the Democratic Republic of the Congo) in 1997.
  • A. Movement for the Liberation of Congo
    The Movement for the Liberation of Congo was a major rebel group and political movement in the Democratic Republic of the Congo, led by Jean-Pierre Bemba, that played a significant role in the country’s civil conflicts before transitioning into a political party.
  • B. Azanian People’s Liberation Army
    The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
  • C. All-African People’s Revolutionary Party
    The All-African People’s Revolutionary Party is a pan-African socialist political organization dedicated to the liberation and unification of African people worldwide.
  • D. National Patriotic Front of Liberia
    The National Patriotic Front of Liberia was a rebel group led by Charles Taylor that became a major faction in the First Liberian Civil War and played a central role in the country’s political upheaval in the early 1990s.
  • E. Forces démocratiques de libération du Rwanda
    The Forces démocratiques de libération du Rwanda (FDLR) is a Hutu rebel group operating mainly in eastern Democratic Republic of Congo, composed in part of perpetrators and remnants of forces involved in the 1994 Rwandan genocide and long implicated in regional violence and atrocities.
  • 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_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.