Four-Step Trial Protocol

The fixed experimental structure: induction prompt, model continuation, standardized query, binary classification

Neighborhood — ranked by edge-count

artifact

Large Language Models Report Subjective Experience Under Self-Referential Processing
introduces
Key paper finding structured first-person descriptions in LLMs claiming awareness or subjective experience during self-referential processing.

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Four-step cycle (context, latent centers, possible action, new construction)method0.745
An iterated design process: 1) observe current configuration, 2) identify latent centers, 3) decide where to build to strengthen a latent center, 4) construct, take the whole to a new plateau.
Step-by-step processconcept0.743
The idea that living structure emerges only through a sequence of small, structure-preserving moves, not by a single grand blueprint.
Four-stage room design processframework0.726
The four major process steps that bring life to a room: position, main centers, fine structure, and tranquility.
Five-step development sequenceconcept0.725
The recipe: find land for profit, architect plans, bank approves, permit, contractor builds. Embodies the development model.
Thinking stepsconcept0.720
Segments of reasoning separated by \n\n tokens used as the unit of analysis in ReflCtrl
Development Process (Five-Step Sequence)framework0.719
The modern model for creating buildings: find land with profit potential, architect plans, bank approves, permit issued, contractor builds. Driven by remote speculative investment.
step‑by‑step adaptationconcept0.711
The incremental unfolding characteristic of morphogenesis, where each step arises from the previous state.
step-by-step approach (coin model)concept0.708
Setting variables one at a time, keeping adapted ones fixed; the secret of biological evolution and feasible adaptation.