Ubuntu: An African contribution to (re)search for/with a ‘humble togetherness’
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article is a discussion in two parts. The first part addresses the Southern African indigenous philosophy of Ubuntu, providing it with a working definition and situating it within African epistemology and the socio-political contexts of its invocation. It raises critical concerns about Ubuntu’s embrace in the Truth and Reconciliation Commission and its promulgation as an ideology within the nation-building project of post-apartheid South Africa. Such concerns are referenced with respect to Ubuntu’s formulation within the advocacies of cultural nationalism. Nevertheless, the discussion commits to perspectives of possibility towards disrupting neoliberalism and decolonizing hegemonic meanings, and advances a debate towards transformation and transcendence within a post-apartheid context. The second part follows on from the arguments in the first part, which set the stage for a narrative journeying of a more personal nature. It offers a reflexive account of how Ubuntu was used as a guiding principle for engagement in fieldwork and the structuring of a qualitative research methodology. The narrative tone is somewhat different to that of the first part, which offers critical perspectives within a broad socio-political discussion. The second part moves from a national level to a local level. It locates more personal interactions and a search for a ‘humble togetherness’ within the context of a township school in South Africa. The article closes with a somewhat cautionary note on how a philosophy such as Ubuntu might be taken up in a political institutional forum that has unwanted implications, but it also advocates for Ubuntu in providing legitimizing spaces for transcendence of injustice and a more democratic, egalitarian and ethical engagement of human beings in relationship with each other. In this sense, Ubuntu offers hope and possibility in its contribution to human rights.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it