Triple
T15670124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marien Ngouabi |
E377285
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Congolese Labour Party
The Congolese Labour Party is a Marxist–Leninist political party that has been one of the dominant forces in the Republic of the Congo’s post-independence politics.
|
E1170095
|
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: Congolese Labour Party | Statement: [Marien Ngouabi, memberOf, Congolese Labour Party]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Congolese Labour Party Context triple: [Marien Ngouabi, memberOf, Congolese Labour Party]
-
A.
Mouvement National Congolais
Mouvement National Congolais was a major Congolese nationalist political party that led the struggle for independence from Belgium and brought Patrice Lumumba to power as the first Prime Minister of the Democratic Republic of the Congo.
-
B.
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.
-
C.
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.
-
D.
Uganda People’s Congress
The Uganda People’s Congress is a major political party in Uganda that has played a central role in the country’s post-independence politics, including forming several early governments.
-
E.
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.
- 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: Congolese Labour Party Triple: [Marien Ngouabi, memberOf, Congolese Labour Party]
Generated description
The Congolese Labour Party is a Marxist–Leninist political party that has been one of the dominant forces in the Republic of the Congo’s post-independence politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Congolese Labour Party Target entity description: The Congolese Labour Party is a Marxist–Leninist political party that has been one of the dominant forces in the Republic of the Congo’s post-independence politics.
-
A.
Mouvement National Congolais
Mouvement National Congolais was a major Congolese nationalist political party that led the struggle for independence from Belgium and brought Patrice Lumumba to power as the first Prime Minister of the Democratic Republic of the Congo.
-
B.
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.
-
C.
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.
-
D.
Uganda People’s Congress
The Uganda People’s Congress is a major political party in Uganda that has played a central role in the country’s post-independence politics, including forming several early governments.
-
E.
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.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f1254508190a77a16b7bfd299ad |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff67a431208190b7e0d1eefd55504a |
completed | May 9, 2026, 4:58 p.m. |
| NEDg | Description generation | batch_69ff6959c200819098d11682b3078766 |
completed | May 9, 2026, 5:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff69b4b9dc8190920c399b737cf2a3 |
completed | May 9, 2026, 5:07 p.m. |
Created at: April 10, 2026, 4:16 a.m.