Triple
T11349229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forces démocratiques de libération du Rwanda |
E268797
|
entity |
| Predicate | hasLeader |
P981
|
FINISHED |
| Object |
Ignace Murwanashyaka
Ignace Murwanashyaka was a Rwandan rebel leader and politician best known for heading the Democratic Forces for the Liberation of Rwanda (FDLR), a Hutu militia active in the Democratic Republic of the Congo.
|
E920228
|
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: Ignace Murwanashyaka | Statement: [Forces démocratiques de libération du Rwanda, hasLeader, Ignace Murwanashyaka]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ignace Murwanashyaka Context triple: [Forces démocratiques de libération du Rwanda, hasLeader, Ignace Murwanashyaka]
-
A.
Dominique Mbonyumutwa
Dominique Mbonyumutwa was a Rwandan political figure who briefly served as the country’s first head of state following the 1959 revolution that ended the monarchy.
-
B.
Paulo Muwanga
Paulo Muwanga was a prominent Ugandan politician and military figure who played a key role in the country’s turbulent transitions of power around the 1970s and 1980s.
-
C.
Martin Kabanza
Martin Kabanza is an actor best known for his role in the biographical drama film "Queen of Katwe."
-
D.
Constantino Chiwenga
Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
-
E.
Charles Misodi Njapa
Charles Misodi Njapa is the birth name of American rapper and producer Masta Ace, known for his influential work in East Coast hip hop since the late 1980s.
- 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: Ignace Murwanashyaka Triple: [Forces démocratiques de libération du Rwanda, hasLeader, Ignace Murwanashyaka]
Generated description
Ignace Murwanashyaka was a Rwandan rebel leader and politician best known for heading the Democratic Forces for the Liberation of Rwanda (FDLR), a Hutu militia active in the Democratic Republic of the Congo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ignace Murwanashyaka Target entity description: Ignace Murwanashyaka was a Rwandan rebel leader and politician best known for heading the Democratic Forces for the Liberation of Rwanda (FDLR), a Hutu militia active in the Democratic Republic of the Congo.
-
A.
Dominique Mbonyumutwa
Dominique Mbonyumutwa was a Rwandan political figure who briefly served as the country’s first head of state following the 1959 revolution that ended the monarchy.
-
B.
Paulo Muwanga
Paulo Muwanga was a prominent Ugandan politician and military figure who played a key role in the country’s turbulent transitions of power around the 1970s and 1980s.
-
C.
Martin Kabanza
Martin Kabanza is an actor best known for his role in the biographical drama film "Queen of Katwe."
-
D.
Constantino Chiwenga
Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
-
E.
Charles Misodi Njapa
Charles Misodi Njapa, better known by his stage name 88-Keys, is an American hip hop record producer and rapper recognized for his soulful, sample-based production and collaborations with prominent artists like Kanye West.
- 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_69d6aacbe18081909e5fadb50082dd96 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea23391c819089e8f9725cb3a0ff |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5438d7b58819093cc1407fefe8ab5 |
completed | April 19, 2026, 9:05 p.m. |
| NEDg | Description generation | batch_69e548bb7be4819093aeeaf0c048033e |
completed | April 19, 2026, 9:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e54eeba4a88190af128a99c277853a |
completed | April 19, 2026, 9:53 p.m. |
Created at: April 8, 2026, 9:33 p.m.