Triple
T15670116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marien Ngouabi |
E377285
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Ngouabi
Ngouabi is the surname of Marien Ngouabi, the revolutionary military officer who became president of the Republic of the Congo in the late 1960s and early 1970s.
|
E1171222
|
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: Ngouabi | Statement: [Marien Ngouabi, familyName, Ngouabi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngouabi Context triple: [Marien Ngouabi, familyName, Ngouabi]
-
A.
Ngola Kabangu
Ngola Kabangu is an Angolan politician who served as a prominent leader of the National Liberation Front of Angola (FNLA), one of the country’s historic liberation movements.
-
B.
Disashi Lumumba-Kasongo
Disashi Lumumba-Kasongo is an American musician best known as the guitarist and backing vocalist for the alternative hip hop band Gym Class Heroes.
-
C.
Ndesandjo
Ndesandjo is the surname of Mark Obama Ndesandjo, an American businessman, musician, and author who is the half-brother of former U.S. President Barack Obama.
-
D.
Bassa of Cameroon
Bassa of Cameroon are a Bantu-speaking ethnic group in Cameroon known for their rich cultural traditions, agriculture, and historical role in anti-colonial movements.
-
E.
Joseph Kasa-Vubu
Joseph Kasa-Vubu was a Congolese nationalist leader and statesman who served as the first president of an independent Congo following the end of Belgian colonial rule.
- 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: Ngouabi Triple: [Marien Ngouabi, familyName, Ngouabi]
Generated description
Ngouabi is the surname of Marien Ngouabi, the revolutionary military officer who became president of the Republic of the Congo in the late 1960s and early 1970s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngouabi Target entity description: Ngouabi is the surname of Marien Ngouabi, the revolutionary military officer who became president of the Republic of the Congo in the late 1960s and early 1970s.
-
A.
Ngola Kabangu
Ngola Kabangu is an Angolan politician who served as a prominent leader of the National Liberation Front of Angola (FNLA), one of the country’s historic liberation movements.
-
B.
Disashi Lumumba-Kasongo
Disashi Lumumba-Kasongo is an American musician best known as the guitarist and backing vocalist for the alternative hip hop band Gym Class Heroes.
-
C.
Ndesandjo
Ndesandjo is the surname of Mark Obama Ndesandjo, an American businessman, musician, and author who is the half-brother of former U.S. President Barack Obama.
-
D.
Bassa of Cameroon
Bassa of Cameroon are a Bantu-speaking ethnic group in Cameroon known for their rich cultural traditions, agriculture, and historical role in anti-colonial movements.
-
E.
Joseph Kasa-Vubu
Joseph Kasa-Vubu was a Congolese nationalist leader and statesman who served as the first president of an independent Congo following the end of Belgian colonial rule.
- 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_69ff6ed8d9188190a68035d2508b117d |
completed | May 9, 2026, 5:28 p.m. |
| NEDg | Description generation | batch_69ff6f691b1c8190a5b6ede22f90a1d9 |
completed | May 9, 2026, 5:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff700c8c748190a24996936d591435 |
completed | May 9, 2026, 5:34 p.m. |
Created at: April 10, 2026, 4:16 a.m.