Triple
T5850830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schalk |
E130024
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Schalk Ferreira
Schalk Ferreira is a South African rugby union player known for his long professional career as a prop, including stints with teams in South Africa and France.
|
E560124
|
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: Schalk Ferreira | Statement: [Schalk, hasNotableBearer, Schalk Ferreira]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schalk Ferreira Context triple: [Schalk, hasNotableBearer, Schalk Ferreira]
-
A.
Schalk Brits
Schalk Brits is a retired South African rugby union hooker best known for his dynamic play with Saracens and the Springboks, with whom he won the 2019 Rugby World Cup.
-
B.
Marius Louw
Marius Louw is a South African professional rugby union player known for his performances as a centre in top domestic and international club competitions.
-
C.
Jaco Louw
Jaco Louw is a notable individual bearing the Afrikaans surname Louw, recognized within contexts where the name has particular cultural or public significance.
-
D.
Charl Louw
Charl Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
-
E.
Danie Louw
Danie Louw is a notable individual recognized for achievements significant enough to be associated with the surname Louw.
- 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: Schalk Ferreira Triple: [Schalk, hasNotableBearer, Schalk Ferreira]
Generated description
Schalk Ferreira is a South African rugby union player known for his long professional career as a prop, including stints with teams in South Africa and France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schalk Ferreira Target entity description: Schalk Ferreira is a South African rugby union player known for his long professional career as a prop, including stints with teams in South Africa and France.
-
A.
Schalk Brits
Schalk Brits is a retired South African rugby union hooker best known for his dynamic play with Saracens and the Springboks, with whom he won the 2019 Rugby World Cup.
-
B.
Marius Louw
Marius Louw is a South African professional rugby union player known for his performances as a centre in top domestic and international club competitions.
-
C.
Jaco Louw
Jaco Louw is a notable individual bearing the Afrikaans surname Louw, recognized within contexts where the name has particular cultural or public significance.
-
D.
Charl Louw
Charl Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
-
E.
Danie Louw
Danie Louw is a notable individual recognized for achievements significant enough to be associated with the surname Louw.
- 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_69c0084de39081909eb34e6bed74215a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c035176c8c81909e24d263e4feb664 |
completed | March 22, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e369ce248190af33d7c09ee10af6 |
completed | March 23, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_69c0f70f5af08190a42233eaf6fbf736 |
completed | March 23, 2026, 8:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0f8c533f881908a4f7d84a7e8ee31 |
completed | March 23, 2026, 8:24 a.m. |
Created at: March 22, 2026, 3:55 p.m.