Triple
T11634821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahamudu Bawumia |
E276489
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object |
Mahamudu
Mahamudu is the given name of Mahamudu Bawumia, a prominent Ghanaian economist and politician who has served as Vice President of Ghana.
|
E937235
|
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: Mahamudu | Statement: [Mahamudu Bawumia, givenName, Mahamudu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahamudu Context triple: [Mahamudu Bawumia, givenName, Mahamudu]
-
A.
Moussa
Moussa is the protagonist of the work "Child of Fortune," around whom the story’s central events and character development revolve.
-
B.
Modibo Keïta
Modibo Keïta was the first President of Mali, a leading figure in African independence movements, and a prominent proponent of African socialism.
-
C.
François Tombalbaye
François Tombalbaye was the first president of independent Chad, whose authoritarian rule and controversial policies helped spark the First Chadian Civil War.
-
D.
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.
-
E.
Moussa Mara
Moussa Mara is a Malian politician who served as Prime Minister of Mali and has been active in public administration and governance reform.
- 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: Mahamudu Triple: [Mahamudu Bawumia, givenName, Mahamudu]
Generated description
Mahamudu is the given name of Mahamudu Bawumia, a prominent Ghanaian economist and politician who has served as Vice President of Ghana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahamudu Target entity description: Mahamudu is the given name of Mahamudu Bawumia, a prominent Ghanaian economist and politician who has served as Vice President of Ghana.
-
A.
Moussa
Moussa is the protagonist of the work "Child of Fortune," around whom the story’s central events and character development revolve.
-
B.
Modibo Keïta
Modibo Keïta was the first President of Mali, a leading figure in African independence movements, and a prominent proponent of African socialism.
-
C.
François Tombalbaye
François Tombalbaye was the first president of independent Chad, whose authoritarian rule and controversial policies helped spark the First Chadian Civil War.
-
D.
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.
-
E.
Moussa Mara
Moussa Mara is a Malian politician who served as Prime Minister of Mali and has been active in public administration and governance reform.
- 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_69d6aafa51148190ab84940694c00235 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a25c0b00819095898d2b2445ecfb |
completed | April 10, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee87c0fe4881908dda9c493d958500 |
completed | April 26, 2026, 9:46 p.m. |
| NEDg | Description generation | batch_69eeb31438f88190bab71212293f2d2e |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eecd715b448190b738479b7c1379a2 |
completed | April 27, 2026, 2:44 a.m. |
Created at: April 8, 2026, 9:39 p.m.