Method profile 05Implemented in SPINEInteractive source model

DIALECTIC

A bounded heuristic-hermeneutic loop for iterative understanding

The SPINE implementation repeatedly encounters a subject through an expanding interpretive horizon. It preserves prior notes, previous understanding, open questions and RigVedan knowledge units, then stops through an explicit completion signal, a synthesis-based stability assessment or a configured iteration bound.

Implemented loop anatomy

Drag and inspect the subject, memory, encounter, interpretation, horizon adjustment, synthesis, stopping and result surfaces.

Layer

Input/resultControlInterpretive stateWorking memory

Four conceptual phases do not mean four separate model calls.The encounter call returns interpretation, questions, findings and completion. Horizon adjustment is implemented through state updates and scratchpad append. Synthesis is a separate call after the first pass.

Interpretive-horizon accumulation

The next encounter is shaped by more than the immediately previous sentence.

Synthetic horizon assembly

Build the browser-local input that a later encounter could receive. No model or SPINE runtime is called.

Browser-local

Encounter prompt ingredients

This is an explanatory reconstruction of source-visible state inputs.

Bounded convergence laboratory

Inspect source-derived stopping order. Stability is a control signal, not an epistemic truth proof.

REPEAT

CONTINUE

The result follows the source-visible stopping order.

RigVedan knowledge-unit builder

Create a syntactically compatible browser-local annotation using the intended ten-marker temporal vocabulary.

Synthetic annotation

EBNF-RV text form

Classification is not validation of truth.A temporal marker, hermeneutic tag or didactic weight makes epistemic status more visible. It does not establish that the description is correct.

Implementation and separation map

Inspect the actual SPINE dependencies and the neighbouring systems that must not be collapsed into this loop.

Layer

Observable implementation lineage

The graph distinguishes design provenance, initial implementation, the intended temporal extension, dedicated tests and the current source pin.

Mechanical and structural receipts

Historical source-reported receipts use different scopes. Current structural counts come from the pinned implementation.

Source-reported, different scopes

Implementation receipts

43 new tests and 85 total were reported at the initial Phase 5 commit. A later multi-feature increment that added TIMELESS reported 104 passing tests. These were not rerun for publication.

Pinned source counts

Implementation surface

Counts describe vocabulary and program surfaces, not method efficacy.

Loop entry points

Instrumented and callable.

Conceptual phases

Encounter to synthesis.

Emitted stop outcomes

Stable, explicit done, max iterations.

Temporal markers

Including TIMELESS.

Hermeneutic tags

Fact to unknown.

Didactic weights

Foundational to advanced.

Content types

Decision to question.

Independent effect studies

Identified in inspected sources.

Evidence classification

Source code, mocked behavioral verification, operational inference and evidence-based claims remain separate.

Claim	Evidence class	Current status
The loop, grammar and scratchpad integration exist	Source implementation	Supported at pinned commit
Parsing, iterations, stopping, callbacks and accumulation are tested	Dedicated mocked tests	Supported by committed test modules; not rerun here
The loop improves epistemic quality	Outcome efficacy	Not established
Similarity represents genuine understanding	Calibration claim	Not established
The implementation is visibly called by a production workflow	Operational integration	Not identified in the inspected source search
RigVedan annotations preserve status distinctions	Representation mechanism	Implemented; truth of descriptions remains external

Evaluation interpretation and boundaries

The implementation makes iterative reinterpretation observable and bounded. Whether that improves understanding must be measured separately.

Problem definition

Single-pass model output can stop before contradictions, hidden dependencies and unresolved questions become visible. Repeated prompting without explicit state can also lose why the interpretation changed.

Mechanism hypothesis

Reintroducing prior understanding, structured findings and unresolved questions should encourage deeper reinterpretation while bounded stopping prevents open-ended loops. This is a mechanism hypothesis, not a proven universal effect.

Possible evaluation

Matched-task studies could measure contradiction discovery, unresolved-question recall, evidence-status preservation, correction rate, token cost, operator review time and false convergence.

Failure modes

The model can stabilize around a wrong interpretation, emit misleading similarity, accumulate low-quality findings, or treat its own prior output as stronger evidence than the source material.

Explicit non-claims

DIALECTIC is not DIAL-4, DIAL-4+ or DIAL-4P.
The SPINE loop is not the separate structured-critique executor or a ChangePlane record.
The four phase enum values are not four independently executed runtime stages.
Model-produced similarity and completion do not prove truth, completeness or safety.
Scratchpad continuity does not create durable, governed long-term memory by itself.
RigVedan terminology is a modern system-design inspiration, not a claim of philological fidelity.
Mocked behavioral tests do not establish real-world epistemic efficacy.
No independent academic validation or user study was identified in the inspected sources.

Sources and reproducibility

Claims are bounded to the pinned repository and named source artefacts.

Pinned sourcefbratten/spine @ 8fa62c1ebfc0c7b65680ef2d89b9953a519e4138

Initial implementation26f13c191769a658138bd41c1fbb8b5a2f1c225b

Temporal extension8fb9a55fea67809795813b846dd22e580c9ad2dc

Loopspine/patterns/hermeneutic_loop.py

Grammarspine/grammar/ebnf_rv.py

Working memoryspine/memory/scratchpad.py

Dedicated testsscripts/tests/test_hermeneutic.py

Historical Phase 5 testsscripts/tests/test_phase5.py

Publicationfbratten.github.io/methods/dialectic/

This page performs no model call, source retrieval, scratchpad write, repository change or SPINE execution. All labs are synthetic browser-local representations.