7. An information handling system comprising: one or more processors; a memory accessible by at least one of the processors; one or more nonvolatile storage devices accessible by at least one of the processors; a set of instructions which are loaded into memory and executed by at least one of the processors in order to perform actions of: selecting a trust factor from a plurality of trust factors included in a trust index repository stored on at least one of the nonvolatile storage devices, the plurality of trust factors based on a plurality of trust-based needs corresponding to an organization; receiving a trust metaphor to associate with the selected trust factor, wherein the trust metaphor includes a plurality of context values; receiving one or more range values; associating the trust metaphor, context values, and range values with the selected trust factor; receiving, from a trust data consumer, a request corresponding to a trust factor metadata score that is associated with the selected trust factor; retrieving the trust factor metadata score, the trust factor metadata score corresponding to a plurality of fact data that includes one or more selected data sources and one or more selected facts; matching the trust factor metadata score with one of the plurality of one or more range values, the matching resulting in one of the context values being selected based on the retrieved trust factor metadata score; and providing the selected context value to the data consumer.
7. An information handling system comprising: one or more processors; a memory accessible by at least one of the processors; one or more nonvolatile storage devices accessible by at least one of the processors; a set of instructions which are loaded into memory and executed by at least one of the processors in order to perform actions of: selecting a trust factor from a plurality of trust factors included in a trust index repository stored on at least one of the nonvolatile storage devices, the plurality of trust factors based on a plurality of trust-based needs corresponding to an organization; receiving a trust metaphor to associate with the selected trust factor, wherein the trust metaphor includes a plurality of context values; receiving one or more range values; associating the trust metaphor, context values, and range values with the selected trust factor; receiving, from a trust data consumer, a request corresponding to a trust factor metadata score that is associated with the selected trust factor; retrieving the trust factor metadata score, the trust factor metadata score corresponding to a plurality of fact data that includes one or more selected data sources and one or more selected facts; matching the trust factor metadata score with one of the plurality of one or more range values, the matching resulting in one of the context values being selected based on the retrieved trust factor metadata score; and providing the selected context value to the data consumer. 8. The information handling system of claim 7 wherein at least one of the selected trust factor is a column-based trust factor, wherein the instructions executed by at least one of the processors perform additional actions comprising: selecting a column of data from a data source included in the trust index repository; analyzing the selected column of data using the column-based trust factor, the analyzing resulting in a column-based atomic trust factor score that is used in the matching.