Triple
T22063953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of Higher Education, Science and Innovation of South Africa |
E545220
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Technology Innovation Agency
The Technology Innovation Agency is a South African public entity that supports and funds technological innovation to drive economic growth and competitiveness.
|
E1516738
|
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: Technology Innovation Agency | Statement: [Minister of Higher Education, Science and Innovation of South Africa, oversees, Technology Innovation Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technology Innovation Agency Context triple: [Minister of Higher Education, Science and Innovation of South Africa, oversees, Technology Innovation Agency]
-
A.
Technology and Innovation Unit
The Technology and Innovation Unit is a specialized office within the UN Department of Peace Operations that promotes and coordinates the use of advanced technologies and innovative practices to enhance the effectiveness of peacekeeping missions.
-
B.
Technology Business Incubator
Technology Business Incubator is an innovation-focused facility that supports the creation and growth of technology-based startups through resources, mentorship, and infrastructure.
-
C.
High-Tech Ventures
High-Tech Ventures is a book co-authored by Gordon Bell that offers practical guidance on building and financing high-technology startup companies.
-
D.
Centre for Innovation
The Centre for Innovation is a Leiden University interdisciplinary hub focused on exploring and advancing digital technologies, learning innovation, and societal impact from its base at the university’s The Hague Campus.
-
E.
Biotechnology Innovation Organization
The Biotechnology Innovation Organization is a major global trade association representing biotechnology companies, academic institutions, and related organizations, advocating for policies and innovation that advance healthcare, agriculture, and industrial biotech.
- 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: Technology Innovation Agency Triple: [Minister of Higher Education, Science and Innovation of South Africa, oversees, Technology Innovation Agency]
Generated description
The Technology Innovation Agency is a South African public entity that supports and funds technological innovation to drive economic growth and competitiveness.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technology Innovation Agency Target entity description: The Technology Innovation Agency is a South African public entity that supports and funds technological innovation to drive economic growth and competitiveness.
-
A.
Technology and Innovation Unit
The Technology and Innovation Unit is a specialized office within the UN Department of Peace Operations that promotes and coordinates the use of advanced technologies and innovative practices to enhance the effectiveness of peacekeeping missions.
-
B.
Technology Business Incubator
Technology Business Incubator is an innovation-focused facility that supports the creation and growth of technology-based startups through resources, mentorship, and infrastructure.
-
C.
High-Tech Ventures
High-Tech Ventures is a book co-authored by Gordon Bell that offers practical guidance on building and financing high-technology startup companies.
-
D.
Centre for Innovation
The Centre for Innovation is a Leiden University interdisciplinary hub focused on exploring and advancing digital technologies, learning innovation, and societal impact from its base at the university’s The Hague Campus.
-
E.
Biotechnology Innovation Organization
The Biotechnology Innovation Organization is a major global trade association representing biotechnology companies, academic institutions, and related organizations, advocating for policies and innovation that advance healthcare, agriculture, and industrial biotech.
- 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_69e11e344dfc81909b1d88a7221329c7 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12881f9e0819091b8e6d8ff6802bd |
completed | April 28, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a80ada8bc81908c8588857ac2c161 |
completed | May 18, 2026, 2:59 a.m. |
| NEDg | Description generation | batch_6a0a81f51dbc8190a49506d7536d165b |
completed | May 18, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a82c10ce48190806498221cb55e7b |
completed | May 18, 2026, 3:08 a.m. |
Created at: April 16, 2026, 8:27 p.m.