Triple
T2456581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Congo War |
E54435
|
entity |
| Predicate | involvedParty |
P15562
|
FINISHED |
| Object |
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.
|
E268795
|
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: Movement for the Liberation of Congo | Statement: [Second Congo War, involvedParty, Movement for the Liberation of Congo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Movement for the Liberation of Congo Context triple: [Second Congo War, involvedParty, Movement for the Liberation of Congo]
-
A.
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.
-
B.
Congress of African People
The Congress of African People was a prominent Black nationalist and cultural organization in the United States that emerged from the Black Power movement and worked to advance Black political, cultural, and community empowerment in the late 1960s and 1970s.
-
C.
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.
-
D.
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.
-
E.
Pan Africanist Congress
The Pan Africanist Congress is a South African political organization founded in 1959 that broke away from the African National Congress, advocating African nationalism and playing a significant role in the anti-apartheid struggle.
- 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: Movement for the Liberation of Congo Triple: [Second Congo War, involvedParty, Movement for the Liberation of Congo]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Movement for the Liberation of Congo Target entity description: 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.
-
A.
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.
-
B.
Congress of African People
The Congress of African People was a prominent Black nationalist and cultural organization in the United States that emerged from the Black Power movement and worked to advance Black political, cultural, and community empowerment in the late 1960s and 1970s.
-
C.
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.
-
D.
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.
-
E.
Pan Africanist Congress
The Pan Africanist Congress is a South African political organization founded in 1959 that broke away from the African National Congress, advocating African nationalism and playing a significant role in the anti-apartheid struggle.
- 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_69ab49dee84c819096b50a0049c347ac |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd106f4608190ae17ddbd24fad97e |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0ca655c81908612983ced5f5786 |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef50bc7ac8190add8ee63c5621dc1 |
completed | March 9, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef6342d5481908abf683f8e3f80ae |
completed | March 9, 2026, 4:32 p.m. |
Created at: March 6, 2026, 9:44 p.m.