Triple
T15017746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Next Doctor |
E377999
|
entity |
| Predicate | featuresActor |
P15562
|
FINISHED |
| Object |
Velile Tshabalala
Velile Tshabalala is a British actress best known to Doctor Who fans for her role in the 2008 Christmas special "The Next Doctor."
|
E1131388
|
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: Velile Tshabalala | Statement: [The Next Doctor, featuresActor, Velile Tshabalala]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Velile Tshabalala Context triple: [The Next Doctor, featuresActor, Velile Tshabalala]
-
A.
Wamkele Mene
Wamkele Mene is a South African trade expert and diplomat who serves as the inaugural Secretary-General of the African Continental Free Trade Area (AfCFTA).
-
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.
Zolani Mahola
Zolani Mahola is a South African singer, actress, and storyteller best known as the charismatic lead vocalist of the Afro-fusion band Freshlyground.
-
D.
Ngarri Mudlanha
Ngarri Mudlanha is the traditional Indigenous name for St Mary Peak, a prominent mountain in the Flinders Ranges of South Australia that holds significant cultural importance to the local Aboriginal people.
-
E.
Sandile Zungu
Sandile Zungu is a South African businessman and sports executive best known for owning and leading the Premier Soccer League club AmaZulu FC.
- 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: Velile Tshabalala Triple: [The Next Doctor, featuresActor, Velile Tshabalala]
Generated description
Velile Tshabalala is a British actress best known to Doctor Who fans for her role in the 2008 Christmas special "The Next Doctor."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Velile Tshabalala Target entity description: Velile Tshabalala is a British actress best known to Doctor Who fans for her role in the 2008 Christmas special "The Next Doctor."
-
A.
Wamkele Mene
Wamkele Mene is a South African trade expert and diplomat who serves as the inaugural Secretary-General of the African Continental Free Trade Area (AfCFTA).
-
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.
Zolani Mahola
Zolani Mahola is a South African singer, actress, and storyteller best known as the charismatic lead vocalist of the Afro-fusion band Freshlyground.
-
D.
Ngarri Mudlanha
Ngarri Mudlanha is the traditional Indigenous name for St Mary Peak, a prominent mountain in the Flinders Ranges of South Australia that holds significant cultural importance to the local Aboriginal people.
-
E.
Sandile Zungu
Sandile Zungu is a South African businessman and sports executive best known for owning and leading the Premier Soccer League club AmaZulu FC.
- 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded7633fcc8190b2231f43252bc46f |
completed | April 15, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe96ae110c8190a0555590b9ddb36a |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe97c0a3688190a9f55376a1d7ad87 |
completed | May 9, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe985cec608190888733cdc5bd71ea |
completed | May 9, 2026, 2:13 a.m. |
Created at: April 10, 2026, 2:55 a.m.