During ungrounded generation runs, Treewalker inspects the top five candidate logprobs at each position to identify viable options exceeding a set probability threshold. It then captures the preceding token prefix, attaches the candidate token, and fires a targeted completion prompt to discover latent concept adjacencies that the primary generation omitted.