Triple
T3657468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marien Ngouabi University |
E77566
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Marien Ngouabi
Marien Ngouabi was a Congolese military officer and revolutionary who served as President of the People's Republic of the Congo from 1969 until his assassination in 1977.
|
E377285
|
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: Marien Ngouabi | Statement: [Marien Ngouabi University, namedAfter, Marien Ngouabi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marien Ngouabi Context triple: [Marien Ngouabi University, namedAfter, Marien Ngouabi]
-
A.
Patrice Lumumba
Patrice Lumumba was a Congolese independence leader and the first Prime Minister of the Democratic Republic of the Congo, known for his anti-colonial stance and assassination in 1961.
-
B.
Goukouni Oueddei
Goukouni Oueddei is a Chadian political and military leader who served as President of Chad in the early 1980s and played a key role in the country’s civil conflicts and relations with Libya.
-
C.
Paulin Obame-Nguema
Paulin Obame-Nguema was a Gabonese politician who served as a key government leader during the late 20th century, including a term as the country’s prime minister.
-
D.
Paul Biyoghé Mba
Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
-
E.
Mobutu Sese Seko
Mobutu Sese Seko was the longtime authoritarian president of Zaire (now the Democratic Republic of the Congo), known for his kleptocratic rule, personality cult, and Cold War-era alliances.
- 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: Marien Ngouabi Triple: [Marien Ngouabi University, namedAfter, Marien Ngouabi]
Generated description
Marien Ngouabi was a Congolese military officer and revolutionary who served as President of the People's Republic of the Congo from 1969 until his assassination in 1977.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marien Ngouabi Target entity description: Marien Ngouabi was a Congolese military officer and revolutionary who served as President of the People's Republic of the Congo from 1969 until his assassination in 1977.
-
A.
Patrice Lumumba
Patrice Lumumba was a Congolese independence leader and the first Prime Minister of the Democratic Republic of the Congo, known for his anti-colonial stance and assassination in 1961.
-
B.
Goukouni Oueddei
Goukouni Oueddei is a Chadian political and military leader who served as President of Chad in the early 1980s and played a key role in the country’s civil conflicts and relations with Libya.
-
C.
Paulin Obame-Nguema
Paulin Obame-Nguema was a Gabonese politician who served as a key government leader during the late 20th century, including a term as the country’s prime minister.
-
D.
Paul Biyoghé Mba
Paul Biyoghé Mba is a Gabonese politician who served as Prime Minister and has held several key governmental positions in Gabon.
-
E.
Mobutu Sese Seko
Mobutu Sese Seko was the longtime authoritarian president of Zaire (now the Democratic Republic of the Congo), known for his kleptocratic rule, personality cult, and Cold War-era alliances.
- 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_69ad85def5cc8190863dccf55a18bebb |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3d36c1c8190920397a75de4c47d |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4884071c881909daae2f3c510d399 |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b48ce33a208190bd7cf894a11497a1 |
completed | March 13, 2026, 10:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4aed7f4008190b5adbf3a89f4b5bd |
completed | March 14, 2026, 12:42 a.m. |
Created at: March 8, 2026, 3:24 p.m.