Boundary disputes frequently begin not with a disagreement about the law but with a factual conflict between surveys: an older deed description that references a monument since removed, a metes-and-bounds description with an internal closure error, or simply two licensed surveyors reaching different conclusions from the same underlying record evidence. Courts resolve these conflicts using a hierarchy of evidence, generally favoring actual monuments called for in the deed over courses and distances, and courses and distances over stated acreage, when the different methods of describing the same boundary conflict with one another.

Litigation typically features competing surveyor experts, each defending their own methodology and each attacking the other's chain of measurements, choice of controlling monuments, and treatment of ambiguous calls in the original description. Where the conflicting surveys cannot be reconciled through the ordinary boundary-construction hierarchy, courts may turn to extrinsic evidence of the parties' historical treatment of the line, such as long-standing fences or use, which can shade into a boundary-by-acquiescence or prescriptive-easement theory.

Juricratic treats dueling survey evidence as competing hypotheses rather than a single fact, letting the user set a credibility weight for each expert's boundary conclusion and simulating how the case's overall exposure shifts depending on which survey a fact-finder ultimately credits.

Boundary litigators retain a licensed surveyor to reconcile competing descriptions using the deed-construction hierarchy of monuments, courses and distances, and acreage, and build the case record around historical evidence of use, fencing, and occupation when the paper record alone cannot resolve the discrepancy.