Triple
T9786830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Third World liberation movements |
E237506
|
entity |
| Predicate | included |
P1393
|
FINISHED |
| Object |
Popular Movement for the Liberation of Angola
The Popular Movement for the Liberation of Angola (MPLA) is a major Angolan political party and former Marxist–Leninist guerrilla movement that led the struggle for independence from Portuguese colonial rule and has dominated the country’s politics since 1975.
|
E821003
|
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: Popular Movement for the Liberation of Angola | Statement: [Third World liberation movements, included, Popular Movement for the Liberation of Angola]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Popular Movement for the Liberation of Angola Context triple: [Third World liberation movements, included, Popular Movement for the Liberation of Angola]
-
A.
Front for the Liberation of the Enclave of Cabinda
The Front for the Liberation of the Enclave of Cabinda (FLEC) is a separatist organization that has long sought independence for the oil-rich Angolan exclave of Cabinda through political and armed struggle.
-
B.
UNITA
UNITA (National Union for the Total Independence of Angola) was a major Angolan rebel movement and political organization that fought against the MPLA-led government during and after the country’s struggle for independence and throughout the Angolan Civil War.
-
C.
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.
-
D.
Angola–Benguela Front
The Angola–Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters meet cooler upwelling currents, creating a highly productive and dynamic marine ecosystem.
-
E.
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.
- 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: Popular Movement for the Liberation of Angola Triple: [Third World liberation movements, included, Popular Movement for the Liberation of Angola]
Generated description
The Popular Movement for the Liberation of Angola (MPLA) is a major Angolan political party and former Marxist–Leninist guerrilla movement that led the struggle for independence from Portuguese colonial rule and has dominated the country’s politics since 1975.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Popular Movement for the Liberation of Angola Target entity description: The Popular Movement for the Liberation of Angola (MPLA) is a major Angolan political party and former Marxist–Leninist guerrilla movement that led the struggle for independence from Portuguese colonial rule and has dominated the country’s politics since 1975.
-
A.
Front for the Liberation of the Enclave of Cabinda
The Front for the Liberation of the Enclave of Cabinda (FLEC) is a separatist organization that has long sought independence for the oil-rich Angolan exclave of Cabinda through political and armed struggle.
-
B.
UNITA
UNITA (National Union for the Total Independence of Angola) was a major Angolan rebel movement and political organization that fought against the MPLA-led government during and after the country’s struggle for independence and throughout the Angolan Civil War.
-
C.
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.
-
D.
Angola–Benguela Front
The Angola–Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters meet cooler upwelling currents, creating a highly productive and dynamic marine ecosystem.
-
E.
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.
- 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_69ca84da927881909bda80caecad6010 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda211b0608190bc8ceb905d02db83 |
completed | April 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c427cb2c81909fce8e1958ab3282 |
completed | April 5, 2026, 2:08 a.m. |
| NEDg | Description generation | batch_69d1c55c25d48190a73deee049130f05 |
completed | April 5, 2026, 2:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c5dd88488190a9444bf473472276 |
completed | April 5, 2026, 2:15 a.m. |
Created at: March 30, 2026, 8:27 p.m.