Triple
T14807104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bluff City Law |
E348065
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
MaameYaa Boafo
MaameYaa Boafo is a Ghanaian-American actress known for her work in television, film, and theater, often portraying complex, socially conscious characters.
|
E1120272
|
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: MaameYaa Boafo | Statement: [Bluff City Law, starring, MaameYaa Boafo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MaameYaa Boafo Context triple: [Bluff City Law, starring, MaameYaa Boafo]
-
A.
Tafi Agome
Tafi Agome is a village where the Tafi language is traditionally spoken, likely located in the Volta Region of Ghana.
-
B.
Nana Asiedu
Nana Asiedu is a musical artist known for contributing guest vocals to Lupe Fiasco’s album "Drogas Wave."
-
C.
Nana Mensah
Nana Mensah is a Ghanaian-American actress, writer, and director known for her work in independent film and television, including a prominent role in the Netflix series "The Chair."
-
D.
Nana Aba Appiah Amfo
Nana Aba Appiah Amfo is a Ghanaian linguist and academic leader who serves as the Vice-Chancellor of the University of Ghana.
-
E.
Yaw Osafo-Maafo
Yaw Osafo-Maafo is a Ghanaian engineer, banker, and politician who has served in several high-level government positions, including as Senior Minister and Minister of Finance.
- 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: MaameYaa Boafo Triple: [Bluff City Law, starring, MaameYaa Boafo]
Generated description
MaameYaa Boafo is a Ghanaian-American actress known for her work in television, film, and theater, often portraying complex, socially conscious characters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MaameYaa Boafo Target entity description: MaameYaa Boafo is a Ghanaian-American actress known for her work in television, film, and theater, often portraying complex, socially conscious characters.
-
A.
Tafi Agome
Tafi Agome is a village where the Tafi language is traditionally spoken, likely located in the Volta Region of Ghana.
-
B.
Nana Asiedu
Nana Asiedu is a musical artist known for contributing guest vocals to Lupe Fiasco’s album "Drogas Wave."
-
C.
Nana Mensah
Nana Mensah is a Ghanaian-American actress, writer, and director known for her work in independent film and television, including a prominent role in the Netflix series "The Chair."
-
D.
Nana Aba Appiah Amfo
Nana Aba Appiah Amfo is a Ghanaian linguist and academic leader who serves as the Vice-Chancellor of the University of Ghana.
-
E.
Yaw Osafo-Maafo
Yaw Osafo-Maafo is a Ghanaian engineer, banker, and politician who has served in several high-level government positions, including as Senior Minister and Minister of Finance.
- 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_69d822ea8b7c819097dfadf3d45545e6 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decf33b6a08190ab6a4cfeda2cc09c |
completed | April 14, 2026, 11:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe24c8bc6881908736c029943997ae |
completed | May 8, 2026, 6 p.m. |
| NEDg | Description generation | batch_69fe28222dc48190bca61ea273172950 |
completed | May 8, 2026, 6:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe28ba11a4819092e13669c53e6ecd |
completed | May 8, 2026, 6:17 p.m. |
Created at: April 10, 2026, 1:41 a.m.