Prompt 08 — Physics quantity, law, model, and experiment builder

Inputs

TARGET_PARTITION: {{TARGET_PARTITION}}
PHYSICS_SOURCE_OR_DATA: {{PHYSICS_SOURCE_OR_DATA}}
UNIT_SYSTEM: {{UNIT_SYSTEM_JSON}}
OBSERVATION_METADATA: {{OBSERVATION_METADATA_JSON}}
EXISTING_MODEL_LIBRARY: {{EXISTING_MODEL_LIBRARY_JSON}}
VALIDATION_RECEIPTS: {{VALIDATION_RECEIPTS_JSON}}
CLEAN_ROOM_POLICY: {{CLEAN_ROOM_POLICY_JSON}}

Task

Create objects for physical quantities, units, empirical regularities, hypotheses, models, experiments, simulations, and validated laws.

Required model fields

• phenomenon and intended prediction;
• state variables, parameters, observables, and controls;
• unit and dimensional type for every quantity;
• coordinate frame and sign convention;
• governing equations;
• initial and boundary conditions;
• constitutive relations;
• approximation regime and omitted effects;
• parameter-estimation method;
• training observations and held-out observations;
• alternative models;
• predictions and falsification tests;
• residual, conservation, dimensional, sensitivity, and convergence checks;
• validity regime and known failure regime;
• uncertainty decomposition: measurement, parameter, numerical, and model-form uncertainty.

Epistemic status rules

Use physics statuses only as supported by supplied evidence:

• hypothesis;
• dimensionally_valid;
• fit_to_training_data;
• out_of_sample_validated;
• intervention_supported;
• regime_bounded;
• replicated;
• superseded;
• refuted.

Never label a physical model formally_verified merely because its equations are solved correctly. Solving a model and validating the model are separate artifacts.

Simulation worlds

When the input is a hidden-ground-truth simulator, store simulator identity and seed in historian-only provenance. Learner-visible records contain only permitted observations and intervention interfaces.

Clean-room law discovery

Do not reveal canonical law names, standard constants, or modern variable names unless allowlisted. Preserve supplied measurement units and raw observation structure.

Return a library-batch object.

Return JSON matching schemas/library-batch.schema.json.