Triple
T14191090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paid in Full (film) |
E351714
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Thulani Davis
Thulani Davis is an American writer, poet, journalist, and screenwriter known for her work exploring African American history and culture across film, theater, and literature.
|
E1086492
|
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: Thulani Davis | Statement: [Paid in Full (film), writer, Thulani Davis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thulani Davis Context triple: [Paid in Full (film), writer, Thulani Davis]
-
A.
Thandekile Ndlovu
Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
-
B.
Siphiwe Tshabalala
Siphiwe Tshabalala is a South African footballer best known for scoring the spectacular opening goal of the 2010 FIFA World Cup.
-
C.
Phumlani Dlamini
Phumlani Dlamini is a person notable enough to be specifically cited as a bearer of the surname Dlamini.
-
D.
Thulani Dlamini
Thulani Dlamini is a notable individual bearing the surname Dlamini, recognized for contributions significant enough to be distinctly referenced by name.
-
E.
Strini Moodley
Strini Moodley was a prominent South African anti-apartheid activist and intellectual closely associated with Steve Biko and the Black Consciousness Movement.
- 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: Thulani Davis Triple: [Paid in Full (film), writer, Thulani Davis]
Generated description
Thulani Davis is an American writer, poet, journalist, and screenwriter known for her work exploring African American history and culture across film, theater, and literature.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thulani Davis Target entity description: Thulani Davis is an American writer, poet, journalist, and screenwriter known for her work exploring African American history and culture across film, theater, and literature.
-
A.
Thandekile Ndlovu
Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
-
B.
Siphiwe Tshabalala
Siphiwe Tshabalala is a South African footballer best known for scoring the spectacular opening goal of the 2010 FIFA World Cup.
-
C.
Phumlani Dlamini
Phumlani Dlamini is a person notable enough to be specifically cited as a bearer of the surname Dlamini.
-
D.
Thulani Dlamini
Thulani Dlamini is a notable individual bearing the surname Dlamini, recognized for contributions significant enough to be distinctly referenced by name.
-
E.
Strini Moodley
Strini Moodley was a prominent South African anti-apartheid activist and intellectual closely associated with Steve Biko and the Black Consciousness Movement.
- 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_69d827894ac0819097803e57f3227b23 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61df628c8190ba3f557e2128dce5 |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd1946eb68819096adf3c16a39818d |
completed | May 7, 2026, 10:59 p.m. |
| NEDg | Description generation | batch_69fd1eed1008819088635be43fbb1439 |
completed | May 7, 2026, 11:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd1f7c5d208190bab5d57e931fd082 |
completed | May 7, 2026, 11:25 p.m. |
Created at: April 10, 2026, 1:04 a.m.