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.