Streamlined data entry paths using individual account context on a mobile device

A method for streamlined data entry at a mobile device, comprising:

• receiving, from a server, data that identifies the one or more entities and a first interface that accepts selection among the identified one or more entities, wherein the one or more entities are identified based at least in part on most-recently-used (MRU) data for the mobile device;
• transmitting, to the server, selection of a particular entity responsive to transmitting the data and the first interface;
• receiving, from the server, a second interface that includes a list of activities that fits on a single screen of the mobile device and accepts selection among the list of activities, wherein the list of activities is determined based at least in part on the selection of the particular entity;
• transmitting, to the server, a selection of an activity of the list of activities;
• receiving, from the server, a comment entry user interface comprising automatically generated ghost text associated with the entity of the set of one or more entities and the selected activity;
• receiving, from a user of the mobile device and in the user interface, a user input value either accepting the ghost text or revising the ghost text;
• and
• transmitting, to the server, an indication of the user input value, either accepting the ghost text or revising the ghost text.

A non-transitory computer-readable medium storing code for streamlined data entry at a server, the code comprising instructions executable by a processor to:

• query a cache for one or more most-recently-used (MRU) entities corresponding to a mobile device, wherein the cache stores a plurality of MRU entities based at least in part on a plurality of prior data logging events associated with the mobile device;
• automatically identify one or more entities corresponding to the mobile device as most likely to be selected for data logging according to the queried one or more MRU entities;
• transmit, for display at the mobile device, data that identifies the one or more entities and a first interface that accepts selection among the identified one or more entities;
• receive a selection of a particular entity responsive to transmitting the data and the first interface;
• transmit, for display at the mobile device, a second interface that includes a list of activities that fits on a single screen of the mobile device and accepts selection among the list of activities, wherein the list of activities is determined based at least in part on the selection of the particular entity;
• detect a selection of an activity of the list of activities responsive to transmitting the second interface;
• transmit, for display at the mobile device, a comment entry user interface comprising automatically generated ghost text, wherein the ghost text is automatically generated based at least in part on the selection of the particular entity and the selection of the activity;
• receive, from the mobile device, an indication of a user input value from the comment entry user interface either accepting the ghost text or revising the ghost text;
• and
• store, at a data store, an indication of at least the particular entity and the accepted or revised ghost text.