Triple
T20448890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flirting |
E501593
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Thandiwe Adjewa
Thandiwe Adjewa is the central protagonist of the story "Flirting," around whom the narrative’s romantic and interpersonal developments revolve.
|
E1431616
|
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: Thandiwe Adjewa | Statement: [Flirting, mainCharacter, Thandiwe Adjewa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thandiwe Adjewa Context triple: [Flirting, mainCharacter, Thandiwe Adjewa]
-
A.
Joyce Mhlaba
Joyce Mhlaba was the wife of South African anti-apartheid activist and politician Raymond Mhlaba, and was herself involved in the broader struggle against apartheid.
-
B.
Thoko Ntshinga
Thoko Ntshinga is a South African actress and theatre practitioner known for her work in anti-apartheid cinema and television.
-
C.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
D.
Nomsa Dlamini
Nomsa Dlamini is a notable individual bearing the Dlamini surname, recognized as a distinguished member of this prominent Southern African family lineage.
-
E.
Sthandiwe Kgoroge
Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
- 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: Thandiwe Adjewa Triple: [Flirting, mainCharacter, Thandiwe Adjewa]
Generated description
Thandiwe Adjewa is the central protagonist of the story "Flirting," around whom the narrative’s romantic and interpersonal developments revolve.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thandiwe Adjewa Target entity description: Thandiwe Adjewa is the central protagonist of the story "Flirting," around whom the narrative’s romantic and interpersonal developments revolve.
-
A.
Joyce Mhlaba
Joyce Mhlaba was the wife of South African anti-apartheid activist and politician Raymond Mhlaba, and was herself involved in the broader struggle against apartheid.
-
B.
Thoko Ntshinga
Thoko Ntshinga is a South African actress and theatre practitioner known for her work in anti-apartheid cinema and television.
-
C.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
D.
Nomsa Dlamini
Nomsa Dlamini is a notable individual bearing the Dlamini surname, recognized as a distinguished member of this prominent Southern African family lineage.
-
E.
Sthandiwe Kgoroge
Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
- 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_69e0b4ac0a1c81908845d0f8a56abce8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e68cfffae4819086c727f4143c2737 |
completed | April 20, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0884080b388190aecf47ebd4ab494f |
completed | May 16, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_6a08859b65b88190af28a075931fa380 |
completed | May 16, 2026, 2:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08863ed9748190bd15713b2cfa61c0 |
completed | May 16, 2026, 2:59 p.m. |
Created at: April 16, 2026, 11:32 a.m.