Ensures accurate identification of a unique target entity by evaluating the cumulative satisfaction of all explicit and implicit constraints, especially when individual constraints might appear contradictory or lead to multiple candidates.
Description: Ensures accurate identification of a unique target entity by evaluating the cumulative satisfaction of all explicit and implicit constraints, especially when individual constraints might appear contradictory or lead to multiple candidates.
Layer 2: Guidelines
General Guidelines
Systematically extract and list all constraints, both explicit and implicit.
Avoid premature judgment or elimination of candidates based on partial matches.
Recognize that the cumulative weight of multiple constraints can override a single, seemingly strong, but ultimately misleading constraint.
Prioritize the unique identification of the target entity based on the comprehensive evaluation of all available evidence.
Specific Guidelines
Construct a detailed checklist or matrix to map each candidate entity against every identified constraint.
Explicitly document which constraints each candidate satisfies and which it fails to meet.
Verwandte Skills
Assign higher discriminative weight to constraints that are unique or highly specific to the target.
If a prominent constraint appears to be violated by the cumulatively best candidate, re-examine the interpretation of that specific constraint or its source.
Layer 3: Context
Problem Pattern: Failure to identify the unique target entity due to over-reliance on a subset of constraints or mis-prioritization of individual constraints over their collective weight.
State Signature: Multiple candidate entities partially satisfy query conditions; the selected entity aligns with some prominent conditions but not the full set, while the correct entity satisfies a broader, more nuanced combination of conditions.
Bypass Strategy:
Deconstruct the query into an exhaustive list of all explicit and implicit constraints.
Identify all potential candidate entities that satisfy any of these constraints.
For each candidate, systematically verify its adherence to every single extracted constraint.
Calculate a cumulative satisfaction score for each candidate based on the number and specificity of met constraints.