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.