Triple
T7998861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African socialism |
E186193
|
entity |
| Predicate | associatedWithLeader |
P981
|
FINISHED |
| Object |
Modibo Keïta
Modibo Keïta was the first President of Mali, a leading figure in African independence movements, and a prominent proponent of African socialism.
|
E707973
|
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: Modibo Keïta | Statement: [African socialism, associatedWithLeader, Modibo Keïta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Modibo Keïta Context triple: [African socialism, associatedWithLeader, Modibo Keïta]
-
A.
Ahmed Sékou Touré
Ahmed Sékou Touré was a Guinean nationalist leader and the country’s first president, known for his staunch anti-colonial stance, pan-Africanist ideology, and authoritarian rule.
-
B.
Beledugu Bambara
Beledugu Bambara is a regional variety of the Bambara language spoken in the Beledugu area of Mali, characterized by its own distinctive phonological and lexical features.
-
C.
Samori Touré
Samori Touré was a 19th-century West African military leader and founder of the Wassoulou Empire, known for his prolonged resistance against French colonial expansion.
-
D.
Abdou Diouf
Abdou Diouf is a Senegalese statesman who served as President of Senegal and later as Secretary-General of the Organisation internationale de la Francophonie.
-
E.
Abdou M’Boup
Abdou M’Boup is a Senegalese percussionist and kora player known for his work in world music and collaborations with Western pop and experimental groups.
- 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: Modibo Keïta Triple: [African socialism, associatedWithLeader, Modibo Keïta]
Generated description
Modibo Keïta was the first President of Mali, a leading figure in African independence movements, and a prominent proponent of African socialism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Modibo Keïta Target entity description: Modibo Keïta was the first President of Mali, a leading figure in African independence movements, and a prominent proponent of African socialism.
-
A.
Ahmed Sékou Touré
Ahmed Sékou Touré was a Guinean nationalist leader and the country’s first president, known for his staunch anti-colonial stance, pan-Africanist ideology, and authoritarian rule.
-
B.
Beledugu Bambara
Beledugu Bambara is a regional variety of the Bambara language spoken in the Beledugu area of Mali, characterized by its own distinctive phonological and lexical features.
-
C.
Samori Touré
Samori Touré was a 19th-century West African military leader and founder of the Wassoulou Empire, known for his prolonged resistance against French colonial expansion.
-
D.
Abdou Diouf
Abdou Diouf is a Senegalese statesman who served as President of Senegal and later as Secretary-General of the Organisation internationale de la Francophonie.
-
E.
Abdou M’Boup
Abdou M’Boup is a Senegalese percussionist and kora player known for his work in world music and collaborations with Western pop and experimental groups.
- 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_69ca82aaaf24819084b94d18f699ba53 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c9a12788190a5607a538f4e07c1 |
completed | March 31, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56910dd4819084ffe3350f15d95d |
completed | March 31, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_69cc58ecd0608190ab0880992bc203fb |
completed | March 31, 2026, 11:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cb2963c81908a8dfbb1f84845bc |
completed | March 31, 2026, 11:45 p.m. |
Created at: March 30, 2026, 5:17 p.m.