Triple
T5794616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central University of Technology |
E128476
|
entity |
| Predicate | originatedFrom |
P409
|
FINISHED |
| Object |
Technikon system in South Africa
The Technikon system in South Africa was a network of vocationally oriented higher education institutions focused on practical and technical training, which later evolved into universities of technology.
|
E546552
|
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: Technikon system in South Africa | Statement: [Central University of Technology, originatedFrom, Technikon system in South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technikon system in South Africa Context triple: [Central University of Technology, originatedFrom, Technikon system in South Africa]
-
A.
Highveld Techno Park
Highveld Techno Park is a prominent business and technology hub in Centurion, South Africa, hosting numerous corporate offices and tech-oriented companies.
-
B.
The Technological System
The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
-
C.
Phystech System
Phystech System is a rigorous, research-oriented educational model used at the Moscow Institute of Physics and Technology that tightly integrates students into leading scientific laboratories and real-world research from early in their studies.
-
D.
Minitrack system
The Minitrack system was an early ground-based satellite tracking network developed in the 1950s to detect and follow the radio signals of Earth-orbiting spacecraft.
-
E.
Tekhnopark
Tekhnopark is a Moscow Metro station on the Zamoskvoretskaya Line serving the Technopark technology and business district in southern Moscow.
- 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: Technikon system in South Africa Triple: [Central University of Technology, originatedFrom, Technikon system in South Africa]
Generated description
The Technikon system in South Africa was a network of vocationally oriented higher education institutions focused on practical and technical training, which later evolved into universities of technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technikon system in South Africa Target entity description: The Technikon system in South Africa was a network of vocationally oriented higher education institutions focused on practical and technical training, which later evolved into universities of technology.
-
A.
Highveld Techno Park
Highveld Techno Park is a prominent business and technology hub in Centurion, South Africa, hosting numerous corporate offices and tech-oriented companies.
-
B.
The Technological System
The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
-
C.
Phystech System
Phystech System is a rigorous, research-oriented educational model used at the Moscow Institute of Physics and Technology that tightly integrates students into leading scientific laboratories and real-world research from early in their studies.
-
D.
Minitrack system
The Minitrack system was an early ground-based satellite tracking network developed in the 1950s to detect and follow the radio signals of Earth-orbiting spacecraft.
-
E.
Tekhnopark
Tekhnopark is a Moscow Metro station on the Zamoskvoretskaya Line serving the Technopark technology and business district in southern Moscow.
- 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_69c00845ca68819081a2ce3ecca577f7 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02a91c7788190936671bf816d3772 |
completed | March 22, 2026, 5:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c098286c1c8190b77cbaeda327dba4 |
completed | March 23, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69c098a0325c81909a1326b94e40ed50 |
completed | March 23, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c09943deec819085992c4e44050a34 |
completed | March 23, 2026, 1:37 a.m. |
Created at: March 22, 2026, 3:51 p.m.