Triple
T5918135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louise Mushikiwabo |
E131631
|
entity |
| Predicate | memberOfPoliticalParty |
P10
|
FINISHED |
| Object |
Rwandan Patriotic Front
The Rwandan Patriotic Front is the dominant political party in Rwanda, originally a rebel movement that ended the 1994 genocide and has since led the country’s government under President Paul Kagame.
|
E556915
|
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: Rwandan Patriotic Front | Statement: [Louise Mushikiwabo, memberOfPoliticalParty, Rwandan Patriotic Front]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rwandan Patriotic Front Context triple: [Louise Mushikiwabo, memberOfPoliticalParty, Rwandan Patriotic Front]
-
A.
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.
-
B.
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.
-
C.
Allied Democratic Forces
The Allied Democratic Forces is an Islamist rebel and terrorist group originating in Uganda that operates mainly in the eastern Democratic Republic of the Congo and is known for brutal attacks on civilians.
-
D.
Union des Patriotes Congolais
The Union des Patriotes Congolais (UPC) is an Ituri-based Congolese militia and political group that played a major role in the ethnic conflict in northeastern Democratic Republic of the Congo in the early 2000s.
-
E.
Forces Patriotiques pour la Libération du Congo
The Forces Patriotiques pour la Libération du Congo was an armed rebel group active during the Second Congo War, known for its involvement in serious human rights abuses and recruitment of child soldiers in the Democratic Republic of the Congo.
- 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: Rwandan Patriotic Front Triple: [Louise Mushikiwabo, memberOfPoliticalParty, Rwandan Patriotic Front]
Generated description
The Rwandan Patriotic Front is the dominant political party in Rwanda, originally a rebel movement that ended the 1994 genocide and has since led the country’s government under President Paul Kagame.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rwandan Patriotic Front Target entity description: The Rwandan Patriotic Front is the dominant political party in Rwanda, originally a rebel movement that ended the 1994 genocide and has since led the country’s government under President Paul Kagame.
-
A.
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.
-
B.
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.
-
C.
Allied Democratic Forces
The Allied Democratic Forces is an Islamist rebel and terrorist group originating in Uganda that operates mainly in the eastern Democratic Republic of the Congo and is known for brutal attacks on civilians.
-
D.
Union des Patriotes Congolais
The Union des Patriotes Congolais (UPC) is an Ituri-based Congolese militia and political group that played a major role in the ethnic conflict in northeastern Democratic Republic of the Congo in the early 2000s.
-
E.
Forces Patriotiques pour la Libération du Congo
The Forces Patriotiques pour la Libération du Congo was an armed rebel group active during the Second Congo War, known for its involvement in serious human rights abuses and recruitment of child soldiers in the Democratic Republic of the Congo.
- 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_69c0085a1ed08190a7e9a8b6323fd680 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c037feb9d8819089bf68e3a4a53534 |
completed | March 22, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c033d59481909495192af85307b7 |
completed | March 23, 2026, 4:23 a.m. |
| NEDg | Description generation | batch_69c0c1bf78908190933360b1099b1444 |
completed | March 23, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c240c3ac8190895c621c3d326bfd |
completed | March 23, 2026, 4:32 a.m. |
Created at: March 22, 2026, 3:59 p.m.