Triple
T8441037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Terry Pheto |
E199350
|
entity |
| Predicate | hasRole |
P161
|
FINISHED |
| Object |
Dr. Malaika Maponya in The Bold and the Beautiful
Dr. Malaika Maponya is a fictional medical doctor character on the American soap opera "The Bold and the Beautiful," portrayed by South African actress Terry Pheto.
|
E734474
|
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: Dr. Malaika Maponya in The Bold and the Beautiful | Statement: [Terry Pheto, hasRole, Dr. Malaika Maponya in The Bold and the Beautiful]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Malaika Maponya in The Bold and the Beautiful Context triple: [Terry Pheto, hasRole, Dr. Malaika Maponya in The Bold and the Beautiful]
-
A.
Dr. James Warwick in The Bold and the Beautiful
Dr. James Warwick is a fictional Scottish psychiatrist on the soap opera "The Bold and the Beautiful," known for his complex romantic entanglements and psychological storylines.
-
B.
Dr. Tara Knowles
Dr. Tara Knowles is a fictional character from the television series "Sons of Anarchy," where she serves as a doctor and the love interest of protagonist Jax Teller.
-
C.
Phoebe Forrester in The Bold and the Beautiful
Phoebe Forrester in *The Bold and the Beautiful* is a fictional character from the Forrester family, known as the daughter of Ridge Forrester and Taylor Hayes and for her dramatic, often tragic storylines on the long-running soap opera.
-
D.
Dr. Nikki Alexander
Dr. Nikki Alexander is a forensic pathologist and one of the central protagonists in the British crime drama series "Silent Witness."
-
E.
Maya Vidal
Maya Vidal is the troubled teenage protagonist of Isabel Allende’s novel "Maya’s Notebook," whose coming-of-age journey unfolds through her candid, reflective diary entries.
- 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: Dr. Malaika Maponya in The Bold and the Beautiful Triple: [Terry Pheto, hasRole, Dr. Malaika Maponya in The Bold and the Beautiful]
Generated description
Dr. Malaika Maponya is a fictional medical doctor character on the American soap opera "The Bold and the Beautiful," portrayed by South African actress Terry Pheto.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Malaika Maponya in The Bold and the Beautiful Target entity description: Dr. Malaika Maponya is a fictional medical doctor character on the American soap opera "The Bold and the Beautiful," portrayed by South African actress Terry Pheto.
-
A.
Dr. James Warwick in The Bold and the Beautiful
Dr. James Warwick is a fictional Scottish psychiatrist on the soap opera "The Bold and the Beautiful," known for his complex romantic entanglements and psychological storylines.
-
B.
Dr. Tara Knowles
Dr. Tara Knowles is a fictional character from the television series "Sons of Anarchy," where she serves as a doctor and the love interest of protagonist Jax Teller.
-
C.
Phoebe Forrester in The Bold and the Beautiful
Phoebe Forrester in *The Bold and the Beautiful* is a fictional character from the Forrester family, known as the daughter of Ridge Forrester and Taylor Hayes and for her dramatic, often tragic storylines on the long-running soap opera.
-
D.
Dr. Nikki Alexander
Dr. Nikki Alexander is a forensic pathologist and one of the central protagonists in the British crime drama series "Silent Witness."
-
E.
Maya Vidal
Maya Vidal is the troubled teenage protagonist of Isabel Allende’s novel "Maya’s Notebook," whose coming-of-age journey unfolds through her candid, reflective diary entries.
- 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe138a94081908e306d22aaa39b24 |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d9ab3a88190ada7741cf054fc1b |
completed | April 2, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69ce203a4c9481909292f540521644cb |
completed | April 2, 2026, 7:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce20bcf5b48190b2b60b88566d5d1c |
completed | April 2, 2026, 7:54 a.m. |
Created at: March 30, 2026, 6:08 p.m.