Triple
T3222215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | João Lourenço |
E67535
|
entity |
| Predicate | memberOfPoliticalParty |
P10
|
FINISHED |
| Object | MPLA |
E261450
|
NE FINISHED |
How this triple was built (2 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: MPLA | Statement: [João Lourenço, memberOfPoliticalParty, MPLA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MPLA Context triple: [João Lourenço, memberOfPoliticalParty, MPLA]
-
A.
MPLA
chosen
The MPLA (People's Movement for the Liberation of Angola) is a Marxist-origin political party and former liberation movement that became Angola's ruling party after independence.
-
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.
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.
-
D.
Fretilin
Fretilin is a major political party and former independence movement in East Timor that played a central role in the country’s struggle against Indonesian occupation and its subsequent nation-building.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad858b8adc8190ad989712c87a476b |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adae1845408190b3eccd791231c69c |
completed | March 8, 2026, 5:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2624f74b8819086fd54d0cf326fe9 |
completed | March 12, 2026, 6:50 a.m. |
Created at: March 8, 2026, 3:08 p.m.