Research design and controls

Methods

How the Matthew 5–7 proposition-level dataset was constructed, reviewed, classified, and released.

Release v1.0-AI-ECR Published 2026-07-31 Matthew 5–7 AI-reviewed · not human peer review
Methodological disclosure. The project is explicitly conservative evangelical and does not claim theological neutrality. The analytical layer is AI-reviewed, not human peer review.

Research purpose

The study asks what instructional propositions occur across Matthew 5–7, how those propositions are expressed grammatically and rhetorically, how they cluster into command families and topics, and how warning, promise, character, obedience, reward, perseverance, judgment, and divine action relate within the discourse.

Corpus and data architecture

LayerRecordsPurpose
Historical occurrence layer213Preserves first-pass OCC-MT records and project history.
Central proposition layer179Provides the finalized analytical propositions.
Occurrence-central links220Makes merges, splits, and repartitions explicit.
Textual controls68Records wording and semantic-scope questions without inventing apparatus evidence.
Mapping controls45Preserves historically unresolved mappings confirmed provisionally in the AI-ECR release.

Proposition segmentation

Segmentation preserves distinct grammatical force, logical relations, conditions, consequences, rationales, promises, warnings, and outcomes. Direct imperatives are not treated as the only form of instruction. The project retains prohibitions, beatitudes, identity declarations, divine actions, necessity statements, evaluative assertions, warnings, promises, rationales, and narrative evaluations when they carry normative or interpretive force.

Governing exegetical framework

Scripture first

Scripture is treated as inspired, inerrant in the autographs, authoritative, unified, and sufficient. AI, commentary, tradition, and scholarship remain subordinate.

Grammatical-historical

The analysis prioritizes authorial intent, literary context, syntax, lexical semantics, discourse structure, historical setting, covenantal location, and canonical context.

Free-choice / non-Calvinist

Commands, invitations, choices, warnings, repentance, faith, obedience, apostasy, and perseverance are treated as genuine moral and covenantal realities.

Conditional security

Warnings of judgment, exclusion, destruction, Gehenna, and failure are not neutralized by an automatic unconditional-security assumption.

Moderate dispensational

Meaningful distinctions among Israel, the nations, and the church are preserved without removing the Sermon from Christian discipleship.

Cautious continuationist

Spiritual gifts are neither assumed to have ceased nor accepted as self-authenticating; claims are tested by Scripture, Christology, fruit, order, and apostolic controls.

Classification fields

Review protocol

Pilot 40 established one consolidated review bundle under strict conservative evangelical principles. The single-review rule meant that one complete review was sufficient. Two AI systems returned complete reviews; both accepted all 179 central propositions without revision and retained all 45 mapping controls provisionally. The second review supplied corroborative AI convergence but did not create a continuing independent-review requirement.

The release is therefore labelled AI-reviewed. It must not be described as human peer review or human inter-annotator reliability evidence.

Counting controls

Full methods files