Triple
T9928046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tuks |
E187971
|
entity |
| Predicate | hasPrimaryAssociation |
P91171
|
FINISHED |
| Object | University of Pretoria main campus |
E36029
|
NE FINISHED |
How this triple was built (3 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: University of Pretoria main campus | Statement: [Tuks, hasPrimaryAssociation, University of Pretoria main campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Pretoria main campus Context triple: [Tuks, hasPrimaryAssociation, University of Pretoria main campus]
-
A.
Pretoria Campus
Pretoria Campus is the main urban campus of the Tshwane University of Technology, located in South Africa’s administrative capital city.
-
B.
University of Pretoria
chosen
The University of Pretoria is a leading South African public research university known for its comprehensive academic programs and strong emphasis on innovation and professional education.
-
C.
University of Pretoria Hillcrest site
The University of Pretoria Hillcrest site is a dedicated campus area of the University of Pretoria, primarily known for hosting its main sports facilities and related infrastructure.
-
D.
Bloemfontein campus
Bloemfontein campus is the primary campus of the University of the Orange Free State, located in the city of Bloemfontein, South Africa.
-
E.
Mamelodi Campus
Mamelodi Campus is a satellite campus of the University of Pretoria located in the Mamelodi township, focused on access and extended academic programmes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPrimaryAssociation Context triple: [Tuks, hasPrimaryAssociation, University of Pretoria main campus]
-
A.
hasPrimary
Indicates that one entity is designated as the main or most important instance (the primary) in relation to another entity.
-
B.
hasPrimarySee
Indicates that one entity is designated as the main or preferred "see" reference or cross-reference for another entity.
-
C.
hasPrimaryCode
Indicates that an entity is associated with its main or most important identifying code among potentially multiple codes.
-
D.
hasPrimaryAccessType
Indicates that an entity is associated with its main or default mode or category of access.
-
E.
hasPrimaryKey
Indicates that an entity is designated as the main unique identifier (primary key) for another entity in a data or database structure.
- 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_69ca82b22a688190b52c75bd48429c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb59d7ad08190982a1584547190bd |
completed | April 2, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23d38c6748190a1c28c97f2a84f37 |
completed | April 5, 2026, 10:45 a.m. |
| PD | Predicate disambiguation | batch_69cd1d90b8a8819081748f129c0c6ab6 |
completed | April 1, 2026, 1:28 p.m. |
| PDg | Predicate description generation | batch_69cd3581a9688190a00cef4c3eebb0ae |
completed | April 1, 2026, 3:10 p.m. |
Created at: March 30, 2026, 8:43 p.m.