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In this essay, I focus on the remarkable process through which Mumbai's urban administration has continued to release its sewage, largely untreated, into the Arabian Sea. I show how it does this by rendering sewage both legally and materially ambiguous. I urge an attention to the processes of legal and material ambiguation, through which 'slow violence' is unevenly administered in Mumbai. Building on the work of Jacqueline Best, I argue that ambiguity does not simply leave open improvised forms of technocratic administration; ambiguity also defers bureaucratic activity in particular domains, while permitting activity in others. Taken together, the municipal administration mobilizes ambiguity so as to evade rendering toxicity an actionable problem of urban living and distributed social vulnerability in the city. [ABSTRACT FROM AUTHOR]

Cognitive scientists have long used distributional semantic representations of categories. The predominant approach uses distributional representations of category‐denoting nouns, such as "city" for the category city. We propose a novel scheme that represents categories as prototypes over representations of names of its members, such as "Barcelona," "Mumbai," and "Wuhan" for the category city. This name‐based representation empirically outperforms the noun‐based representation on two experiments (modeling human judgments of category relatedness and predicting category membership) with particular improvements for ambiguous nouns. We discuss the model complexity of both classes of models and argue that the name‐based model has superior explanatory potential with regard to concept acquisition. [ABSTRACT FROM AUTHOR]