A computer-implemented method for controlling initiation of an automated downstream machine process based on formal completeness of a natural-language document, the computer-implemented method comprising:
- providing, prior to receipt of the natural-language document and for a transformation run executed by one or more processors, a predefined projection definition package comprising:
- six immutable fixed operator grammars respectively associated with a structural projection, a temporal projection, a state-based projection, a resource-oriented projection, a functional projection, and a process-based projection, all share a common domain of activity;
- and
- six projection-specific canonical dictionaries each exclusively associated with a respective one of the six immutable fixed operator grammars;
- wherein:
- each immutable fixed operator grammar defines a finite and closed set of permissible operators and associated operand schemas selectable during the transformation run;
- each canonical dictionary comprises a finite predefined set of canonical symbols and associated surface-form mappings;
- each canonical dictionary defines a separate canonical symbol namespace inaccessible to other projection engines during the transformation run;
- canonical symbols and operators of one projection are not addressable, referenceable, or usable by any other projection during the transformation run;
- and
- the predefined projection definition package is not modified during the transformation run;
- instantiating, for the transformation run, six independent projection engines respectively associated with the six immutable fixed operator grammars and their exclusively associated canonical dictionaries;
- receiving, by the one or more processors, the natural-language document comprising natural-language text;
- segmenting, by deterministic parsing rules executed by the one or more processors and without probabilistic, heuristic, or learning-based inference, the natural-language document into identifiable lexical units and document units;
- independently for each of the six independent projection engines, deterministically binding each lexical unit of the natural-language document, as segmented, exclusively through direct canonical dictionary lookup to canonical symbols of each exclusively associated canonical dictionaries using deterministic lookup rules and predefined precedence rules and tiebreaking rules, wherein:
- binding excludes semantic inference, similarity matching, probabilistic ranking, heuristic disambiguation, and cross-projection reconciliation;
- ambiguous bindings under the predefined precedence rules result in rejection of each lexical unit that is ambiguous for that projection;
- lexical units lacking a predefined canonical binding result in rejection of each lexical unit that lacks the predefined canonical binding for that projection;
- rejection of a lexical unit for a projection prevents generation of any projection-specific atom dependent on that lexical unit within that projection engine;
- and
- canonical binding for one projection engine is performed without reference to canonical bindings, intermediate symbolic representations, or canonical symbol selections of any other projection engine;
- deterministically generating, within each projection engine and using only its respective predefined immutable fixed operator grammar and exclusively associated canonical dictionary, a representation view for each of the six independent projection engines, wherein:
- each representation view constitutes an independent formal projection of the natural-language document under its respective predefined immutable fixed operator grammar;
- each representation view comprises a plurality of projection-specific atoms including an operator selected from the finite and closed set of permissible operators, one or more operands corresponding to canonical symbols of the each exclusively associated canonical dictionaries, and a provenance reference identifying a source location within the natural-language document;
- generation of any representation view does not modify, reinterpret, depend upon, or share canonical symbols, operators, or constraint logic with any other projection;
- and
- no probabilistic, heuristic, or learning-based inference is performed during generation of each representation view;
- emitting, within each projection engine, a projection-scoped canonical unknown symbol conforming to an operand schema defined by its respective predefined immutable fixed operator grammar, without inferring a value or substituting a default value;
- when required by a predefined document domain classification, instantiating one or more additional projection engines, each additional projection engine being exclusively associated with:
- its respective predefined immutable fixed operator grammar defining a finite closed operator set;
- and
- a respective projection-specific canonical dictionary defining the separate canonical symbol namespace inaccessible to other projection engines;
- wherein:
- each additional projection engine operates independently of the six independent projection engines;
- no operator, canonical symbol, or constraint logic of an additional projection engine is shared with or referenceable by any other projection engine;
- and
- each additional projection engine participates in admissibility determination through its own projection-specific constraint system without modifying representation views of the six independent projection engines;
- determining admissibility of a derived artifact by evaluating projection-specific constraint systems defined exclusively within their respective predefined immutable fixed operator grammars across:
- the representation views of the six independent projection engines;
- and
- any instantiated domain-specific representation views;
- generating, by the one or more processors, an execution-control artifact comprising:
- a transformation run identifier;
- identifiers of operator grammar versions and canonical dictionary versions applied during the transformation run;
- for each representation view, a projection-specific admissibility control signal indicating whether projection-specific constraints are satisfied;
- and
- an aggregated execution authorization indicator derived deterministically from the projection-specific admissibility control signals;
- after generating the projection-specific admissibility control signals and the aggregated execution authorization indicator, modifying, by the one or more processors, an execution authorization state associated with the automated downstream machine process;
- when the aggregated execution authorization indicator indicates inadmissibility for at least one required projection, preventing propagation of a machine execution trigger signal at a control boundary between an execution scheduler and an execution unit such that no machine-executable instruction sequence is dispatched;
- when the aggregated execution authorization indicator indicates admissibility across required projections, permitting propagation of the machine execution trigger signal along a defined execution path;
- and
- transmitting the execution-control artifact to the automated downstream machine process irrespective of admissibility status;
- wherein generation of each representation view and the aggregated execution authorization indicator is a deterministic function of content of the natural-language document and the predefined projection definition package, and excludes probabilistic, heuristic, or learning-based inference during the transformation run.