Triple
T17062287
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Davis (given name) |
E413989
|
entity |
| Predicate | hasNotableBearerGivenName |
P110784
|
FINISHED |
| Object |
Davis Ansah Opoku
Davis Ansah Opoku is a Ghanaian politician and public servant known for his role as a Member of Parliament representing the Mpraeso constituency.
|
E1247680
|
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: Davis Ansah Opoku | Statement: [Davis (given name), hasNotableBearerGivenName, Davis Ansah Opoku]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Davis Ansah Opoku Context triple: [Davis (given name), hasNotableBearerGivenName, Davis Ansah Opoku]
-
A.
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.
-
B.
Kofi Adu
Kofi Adu, popularly known as Agya Koo, is a renowned Ghanaian actor and comedian celebrated for his influential roles in Kumawood films.
-
C.
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.
-
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.
Victor Kwesi Mensah
Victor Kwesi Mensah is an American rapper, singer, and songwriter from Chicago, best known by his stage name Vic Mensa and for his politically charged hip-hop music.
- 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: Davis Ansah Opoku Triple: [Davis (given name), hasNotableBearerGivenName, Davis Ansah Opoku]
Generated description
Davis Ansah Opoku is a Ghanaian politician and public servant known for his role as a Member of Parliament representing the Mpraeso constituency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Davis Ansah Opoku Target entity description: Davis Ansah Opoku is a Ghanaian politician and public servant known for his role as a Member of Parliament representing the Mpraeso constituency.
-
A.
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.
-
B.
Kofi Adu
Kofi Adu, popularly known as Agya Koo, is a renowned Ghanaian actor and comedian celebrated for his influential roles in Kumawood films.
-
C.
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.
-
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.
Victor Kwesi Mensah
Victor Kwesi Mensah is an American rapper, singer, and songwriter from Chicago, best known by his stage name Vic Mensa and for his politically charged hip-hop music.
- 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_69d886cde3d481908d4d01ba88ba7eb7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3db7eb0808190ae1b0044e2b5cbd7 |
completed | April 18, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01234be4e4819084701902e7bd3a27 |
completed | May 11, 2026, 12:31 a.m. |
| NEDg | Description generation | batch_6a0124869c2c8190b84ed4d46492528a |
completed | May 11, 2026, 12:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0124f59490819081e8dc644da92ed6 |
completed | May 11, 2026, 12:38 a.m. |
Created at: April 10, 2026, 5:34 a.m.