How to add SSMDE to the JSON you already send.
Most systems already exchange structured data via JSON over HTTP, message buses, logs, IoT telemetry, etc. SSMDE doesn’t replace that stack. It defines what truth must travel together, not how it’s serialized. Keep your JSON; enrich it with:
value— original magnitudes (truth lane)align— bounded stability dial in (-1,+1)band— action posture now (human/automation)manifest_id— frozen policy and timing rulesstamp— (strongly recommended) proof of time, order, integrity
We’ll cover:
• 20.1 Minimal drop-in structure for today’s APIs
• 20.2 Why this does not copy existing formats
• 20.3 How this coexists with legacy fields
• 20.4 What to do on Day 1 vs Day 30
20.1 Minimal drop-in structure for today’s APIs
A real-world JSON body any REST service, bus, gateway, controller, or logger can emit now:
{
"value": {
"temperature_K": 279.92,
"e_T": -0.184,
"a_phase": -0.62
},
"align": -0.74,
"band": "AMBER",
"manifest_id": "CLINIC_VACCINE_STORAGE_v3",
"stamp": "SSMCLOCK1|2025-10-31T07:12:44Z|θ=088.40|sha256=9fde1c...|prev=72af0b..."
}
Why this works immediately:
- value stays raw and untouched (collapse parity:
phi((m,a)) = m) - align is reproducible via the bounded pipeline:
a_c := clamp(a_raw, -1+eps_a, +1-eps_a)u := atanh(a_c)U += w*u ; W += walign := tanh( U / max(W, eps_w) ) - band carries a human/automation instruction (e.g.,
"AMBER"= “inspect within 30 minutes”) - manifest_id points to the exact rulebook and timing window
- stamp locks time + order + content (tamper-evident chain)
20.2 Why this does not copy existing formats
- JSON is a container (curly braces, name/value pairs).
- SSMDE is semantics + governance (truth, trust, policy, timing, proof).
You’re not changing the wire; you’re declaring the minimum accountable truth every payload must carry—regardless of whether you serialize as JSON, CSV, protobuf, SCADA, or a log line.
20.3 How this coexists with legacy fields
Before:
{ "tempC": 6.8, "status": "OK" }
After (graceful evolution):
{
"tempC": 6.8,
"status": "OK",
"value": {
"temperature_K": 279.92,
"e_T": -0.184,
"a_phase": -0.62
},
"align": -0.74,
"band": "AMBER",
"manifest_id": "CLINIC_VACCINE_STORAGE_v3",
"stamp": "SSMCLOCK1|2025-10-31T07:12:44Z|θ=088.40|sha256=9fde1c...|prev=72af0b..."
}
- Old dashboards keep reading
"tempC"/"status". - Audit/safety/regulators read
align,band,manifest_id,stamp.
20.4 What to do on Day 1 vs Day 30
Day 1 (no re-architecture):
- Start emitting
value,align,band,manifest_id,stamp. - Name the policy you actually follow (e.g.,
"PLANT_A_BEARING_SAFETY_v7"). - Log the enriched JSON exactly as transmitted.
You instantly gain: replayable truth, bounded stability, declared action posture, named policy, and a verifiable time/order chain.
Day 30 (after adoption):
- Enforce band in automation:
"GREEN"→ auto-execute"AMBER"→ queue human within the timing window"RED"→ controlled shutdown/block/quarantine now
- Surface
manifest_idin dashboards so timing expectations are explicit. - Treat stamp chains as the source of truth for “who knew what, when.”
Navigation
Previous — SSMDE – Cross-Ecosystem Mapping Table (19.0)
Next — SSMDE – Compatibility and Sufficiency Check (21.0)
Directory of Pages
SSMDE – Table of Contents
Explore further
https://github.com/OMPSHUNYAYA/Symbolic-Mathematical-Data-Exchange
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