Research-Stack/4-Infrastructure/NoDupeLabs/research-stack/constants/README_MEASUREMENT_REGISTRY.md

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Measurement Registry Operating Doctrine

This registry exists because Research Stack must not pretend that mathematical or physical quantities are understood merely because they have names, symbols, or familiar-looking numbers.

Prime rule

A number is not knowledge until it carries:
source → unit → exactness → uncertainty → conditions → authority → allowed use

Registry roles

The measurement registry separates these cases:

Class Meaning Basin use
exact Exact by definition, e.g. SI defining constants Anchor only
derived_exact Algebraically exact from exact constants Anchor only
mathematical Exact symbolic mathematical object Symbolic anchor only
measured Experimentally evaluated with uncertainty Requires uncertainty + source
conventional Defined reference convention Reference-frame only
environmental Local/site/context dependent Blocked unless measured or modeled
model Model output/reference model Requires model version + domain validity
standard_definition Standards-body definition/test method Metadata or licensed content boundary

What this prevents

  • Treating CODATA measured values as exact.
  • Treating standard gravity as local gravity.
  • Treating sea-level air density as a universal constant.
  • Treating a diagram, paper, or LLM answer as proof.
  • Treating a Wolfram answer as a proof object.
  • Treating a pretty ratio as a law.

Import pipeline

source catalog
→ source adapter
→ raw record
→ normalized record
→ unit normalization
→ exactness classifier
→ uncertainty attachment
→ provenance hash
→ ENE receipt
→ constants_registry.json
→ Semantic Number Pattern Search
→ weighted route candidates

Human-safe operating mode

When the system does not know, it must say one of:

HOLD: source known, value not audited
HOLD: exactness unknown
HOLD: uncertainty missing
HOLD: local conditions missing
HOLD: unit conversion unresolved
SCAR: previously misused as exact
QUARANTINE: region requires separate verification

Authority hierarchy

Graph.lean = canonical graph/proof authority
SI definitions = exact metrological anchors
CODATA/NIST/BIPM/IAU/etc. = reference authority with source-specific uncertainty rules
ENE = provenance/archive authority
Wolfram = computational witness only
Neo4j = candidate topology only
Notion/Airtable/Drive/Obsidian = mirrors/registries/workbenches
Ace/Mermaid/GraphML = projections/transports only

Required fields before a value can affect routing

Every value that enters routing must carry:

record_id:
source_name:
source_version:
symbol:
name:
value:
unit:
dimension:
quantity_kind:
status:
standard_uncertainty:
relative_uncertainty:
coverage:
conditions:
source_uri:
provenance_hash:
license_scope:
audit_status:
authority_weight:
forest_role:
blocked_uses:

Required fields before real-world simulation use

Real-world extreme-resolution simulation also requires:

temperature:
pressure:
humidity:
altitude:
latitude:
longitude:
time_standard:
reference_frame:
material_state:
instrument_or_source:
calibration_status:
uncertainty_model:

If those are missing, the route remains HOLD.