Triple
T12403571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghana national under-20 football team |
E296321
|
entity |
| Predicate | notableAlumni |
P51
|
FINISHED |
| Object |
Emmanuel Agyemang-Badu
Emmanuel Agyemang-Badu is a Ghanaian professional footballer best known as a dynamic central midfielder who played for clubs such as Udinese and represented Ghana at multiple Africa Cup of Nations and the FIFA World Cup.
|
E985059
|
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: Emmanuel Agyemang-Badu | Statement: [Ghana national under-20 football team, notableAlumni, Emmanuel Agyemang-Badu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emmanuel Agyemang-Badu Context triple: [Ghana national under-20 football team, notableAlumni, Emmanuel Agyemang-Badu]
-
A.
Emmanuel Nii Adom Quaye
Emmanuel Nii Adom Quaye is a Ghanaian actor best known for his role as a child soldier in the film "Beasts of No Nation."
-
B.
Kwame Osei-Prempeh
Kwame Osei-Prempeh is a Ghanaian lawyer and politician who has served as a Member of Parliament and held various leadership roles in public service.
-
C.
Kwame Anyimadu-Antwi
Kwame Anyimadu-Antwi is a Ghanaian politician and lawyer who has served as a Member of Parliament representing the New Juaben South constituency.
-
D.
Kwame Obeng Darko
Kwame Obeng Darko is a personal name, likely of Ghanaian origin, used by an individual whose specific public profile or notable achievements are not widely documented.
-
E.
Assin Fosu
Assin Fosu is a major town and commercial hub in Ghana known for its role in regional trade and transportation within the Central Region.
- 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: Emmanuel Agyemang-Badu Triple: [Ghana national under-20 football team, notableAlumni, Emmanuel Agyemang-Badu]
Generated description
Emmanuel Agyemang-Badu is a Ghanaian professional footballer best known as a dynamic central midfielder who played for clubs such as Udinese and represented Ghana at multiple Africa Cup of Nations and the FIFA World Cup.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emmanuel Agyemang-Badu Target entity description: Emmanuel Agyemang-Badu is a Ghanaian professional footballer best known as a dynamic central midfielder who played for clubs such as Udinese and represented Ghana at multiple Africa Cup of Nations and the FIFA World Cup.
-
A.
Emmanuel Nii Adom Quaye
Emmanuel Nii Adom Quaye is a Ghanaian actor best known for his role as a child soldier in the film "Beasts of No Nation."
-
B.
Kwame Osei-Prempeh
Kwame Osei-Prempeh is a Ghanaian lawyer and politician who has served as a Member of Parliament and held various leadership roles in public service.
-
C.
Kwame Anyimadu-Antwi
Kwame Anyimadu-Antwi is a Ghanaian politician and lawyer who has served as a Member of Parliament representing the New Juaben South constituency.
-
D.
Kwame Obeng Darko
Kwame Obeng Darko is a personal name, likely of Ghanaian origin, used by an individual whose specific public profile or notable achievements are not widely documented.
-
E.
Assin Fosu
Assin Fosu is a major town and commercial hub in Ghana known for its role in regional trade and transportation within the Central Region.
- 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d477004819095e65ef6f70c69d9 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63efc0c7081909fe7d1818a081684 |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f6412345ac8190826f4fecb8055fb5 |
completed | May 2, 2026, 6:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64231606481909b8dd9d878670a6c |
completed | May 2, 2026, 6:28 p.m. |
Created at: April 8, 2026, 9:55 p.m.