This article explores the financial and geopolitical networks behind the independence of Gran Colombia. It shows that the failure to obtain official British government support for independence was compensated for by the development of a network of private individuals and partnerships that supplied large quantities of arms, equipment and men. A Colombian government document granting ‘Powers’ to London intermediaries was crucial to the construction of this network. We analyse who the key players were and how the network operated. By exploring the decisions and actions of merchants through the lens of risk, trust, credit and networks, we provide a fresh insight into the wider process of independence in Gran Colombia.

The transnational networks of the illicit and illegal antiquities trade are hard to perceive. We suggest representing the trade as a knowledge graph with multiple kinds of relationships that can be transformed by a neural architecture into a “knowledge graph embedding model.” The result is that the vectorization of the knowledge represented in the graph can be queried for missing “knowledge” of the trade by virtue of the various entities’ proximity in the multidimensional embedding space. In this article, we build a knowledge graph about the antiquities trade using a semantic annotation tool, drawing on the series of articles in the Trafficking Culture Project's online encyclopedia. We then use the AmpliGraph package, a series of tools for supervised machine learning (Costabello et al. 2019) to turn the graph into a knowledge graph embedding model. We query the model to predict new hypotheses and to cluster actors in the trade. The model suggests connections between actors and institutions hitherto unsuspected and not otherwise present in the original knowledge graph. This approach could hold enormous potential for illuminating the hidden corners of the illicit antiquities trade. The same method could be applied to other kinds of archaeological knowledge.

This article explores the relation between transatlantic immigration and wealth accumulation in late colonial Mexico City, the chief destination for transatlantic emigrants from Spain. In contrast to the prevalent focus in the literature on networks and transatlantic ties, I argue that economic mobility and thus entry into the upper classes of colonial society depended on the social background of immigrants in their home regions in the peninsula. Human capital rather than social capital was the key determinant explaining why certain regional groups, notably the Basques, succeeded economically as merchants and miners, challenging traditional notions of networks and interconnectedness in Atlantic history and beyond. The findings are grounded in quantitative datasets of Spanish immigrants, overcoming both the biases of anecdotal sources and the methodological intricacy of disentangling the causal relationship between wealth accumulation and social ties.