Triple
T15670129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marien Ngouabi |
E377285
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Alphonse Massamba-Débat
Alphonse Massamba-Débat was a Congolese politician who served as President of the Republic of the Congo in the 1960s and played a key role in the country’s early post-independence socialist orientation.
|
E1170096
|
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: Alphonse Massamba-Débat | Statement: [Marien Ngouabi, precededBy, Alphonse Massamba-Débat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alphonse Massamba-Débat Context triple: [Marien Ngouabi, precededBy, Alphonse Massamba-Débat]
-
A.
Antoine Christophe Agbepa Mumba
Antoine Christophe Agbepa Mumba is the Congolese soukous singer, dancer, and bandleader better known by his stage name Koffi Olomide.
-
B.
Isidore Mvouba
Isidore Mvouba is a Congolese politician who has held prominent government roles, including serving as prime minister, and is a leading figure in the Republic of the Congo’s political landscape.
-
C.
Emmanuel Issoze-Ngondet
Emmanuel Issoze-Ngondet was a Gabonese politician and diplomat who served as Prime Minister and previously held several ministerial and ambassadorial posts.
-
D.
Julien Nkoghe Bekale
Julien Nkoghe Bekale is a Gabonese politician who served as Prime Minister of Gabon in the late 2010s.
-
E.
Jacques Samossoud
Jacques Samossoud was a Russian-born conductor best known as the second husband of Clara Clemens, the daughter of author Mark Twain.
- 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: Alphonse Massamba-Débat Triple: [Marien Ngouabi, precededBy, Alphonse Massamba-Débat]
Generated description
Alphonse Massamba-Débat was a Congolese politician who served as President of the Republic of the Congo in the 1960s and played a key role in the country’s early post-independence socialist orientation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alphonse Massamba-Débat Target entity description: Alphonse Massamba-Débat was a Congolese politician who served as President of the Republic of the Congo in the 1960s and played a key role in the country’s early post-independence socialist orientation.
-
A.
Antoine Christophe Agbepa Mumba
Antoine Christophe Agbepa Mumba is the Congolese soukous singer, dancer, and bandleader better known by his stage name Koffi Olomide.
-
B.
Isidore Mvouba
Isidore Mvouba is a Congolese politician who has held prominent government roles, including serving as prime minister, and is a leading figure in the Republic of the Congo’s political landscape.
-
C.
Emmanuel Issoze-Ngondet
Emmanuel Issoze-Ngondet was a Gabonese politician and diplomat who served as Prime Minister and previously held several ministerial and ambassadorial posts.
-
D.
Julien Nkoghe Bekale
Julien Nkoghe Bekale is a Gabonese politician who served as Prime Minister of Gabon in the late 2010s.
-
E.
Jacques Samossoud
Jacques Samossoud was a Russian-born conductor best known as the second husband of Clara Clemens, the daughter of author Mark Twain.
- 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.