HREM — Harm Recovery Evaluation Module
OOF® Origin Open Foundation®
Independent Methodological Authority
Canonical Definition
The HREM — Harm Recovery Evaluation Module governs how the achievedcondition of Recovery from governed Harm is evaluated after Recovery has
been initiated and its progression has become sufficiently observable.
HREM determines what materially relevant condition, function, capability,
stability, integrity, independence, performance, or other recoverable
state has actually been regained; how that achieved condition compares
with the Recovery Reference Condition and Recovery Target; what dimensions
remain incomplete, unstable, dependent, adapted, or impaired; and what
Recovery conclusion can legitimately be established without confusing
improvement, adaptation, restoration activity, or Mitigation with
Recovery.
It establishes the transition:
Governed Harm Recovery Progress State + Recovery Reference Condition +
Recovery Target → Recovery Basis → Achieved Condition Evaluation →
Recovery Extent → Recovery Stability & Dependency Assessment → Recovery
Determination → Governed Harm Recovery Evaluation
Its central question is:
What has actually recovered, to what extent, and what Recovery condition
can legitimately be established?
- Operational Role
HRIM-R determines:
Recovery has begun.
HRPM determines:
how Recovery is progressing.
HREM determines:
what Recovery has actually been achieved.
Its operational role is:
to convert the observed Recovery trajectory into a governed evaluation of
the condition actually regained.
HREM prevents:
Recovery activity
positive trajectorytemporary improvement
adaptation
or:
return of selected functions
from automatically becoming a claim of complete Recovery.
- Position Within HRRHS
The HRRHS governance flow is:
Recovery Initiation → Recovery Progress → Recovery Evaluation → Residual
Harm Identification → Residual Harm State
HREM governs the third stage:
Recovery Evaluation
It receives principally:Governed Harm Recovery Progress State
together with materially relevant:Recovery Reference Condition
Recovery Target
Recovery trajectory
Current Harm State
Recovery dependencies
and:current affected condition
It produces:
Governed Harm Recovery Evaluation
for:RHIM — Residual Harm Identification Module
- Governed Object
The primary governed object is:
Achieved Recovery Condition
HREM evaluates what condition has actually been regained.It does not evaluate how much Recovery activity occurred.
Therefore:
Recovery Effort ≠ Recovery Achievement
and:
Recovery Process Completion ≠ Recovery Condition Achieved
- Foundational Recovery Evaluation Principle
The foundational rule is:
Recovery must be evaluated against the condition actually regained, not
against the activity performed or the expectation that Recovery should
have occurred.
This means:
Recovery Intended ≠ Recovery Achieved
Recovery Program Completed ≠ Recovery Achieved
Positive Progress ≠ Complete Recovery
- Recovery Evaluation Basis
A legitimate Recovery Evaluation should use a materially sufficient basis
appropriate to the governed Harm.
The basis may include:
Recovery Reference Condition
Recovery Target
Recovery Progress State
current functioncurrent capability
current stability
current integrity
current independence
material dependencies
remaining impairment
adaptation
regression risk
and:
relevant uncertainty
The evaluation basis must correspond to the Recovery claim being made.
- Reference-to-Current Comparison
HREM compares:
Recovery Reference Condition → Current Condition
This establishes what has materially changed since Recovery began.
The comparison may identify:
substantial improvement
partial improvement
no material improvement
mixed change
or:
deterioration
But change alone does not determine the complete Recovery conclusion.
- Target-to-Current Comparison
HREM separately compares:
Recovery Target ↔ Current Condition
This answers:
How much of the governed Recovery objective has actually been achieved?
The two comparisons must remain distinct:
Improvement from Reference ≠ Achievement of Recovery Target
A condition may improve substantially while remaining far below its
legitimate Recovery Target.
- Recovery Extent
Recovery may be evaluated by extent rather than through a binary
recovered/not-recovered model.
Relevant conditions may include:
Minimal Recovery
Partial Recovery
Substantial Recovery
Target Recovery Achieved
or:Recovery Not Materially Established
The terminology must correspond to the actual governed condition ratherthan administrative completion.
- Partial Recovery
Partial Recovery exists where materially meaningful Recovery has occurred
but relevant Recovery dimensions remain incomplete.
Canonical principle:
Partial Recovery is a legitimate Recovery condition—not a methodological
failure.
Therefore:
Partial Recovery ≠ No Recovery
and:
Partial Recovery ≠ Complete Recovery
- Substantial Recovery
Substantial Recovery may exist where a major portion of the relevant
condition has been regained while some Harm, impairment, dependency, or
limitation remains.
Substantial Recovery must not be converted automatically into:
Full Restoration
or:No Remaining Harm
Therefore:Substantial Recovery ≠ Harm Absence
- Recovery Target Achievement
A Recovery Target may be achieved even where the post-Recovery condition
differs from the pre-Harm state.
This preserves the HRRHS principle:
Pre-Harm State ≠ Mandatory Recovery Endpoint
A legitimate Recovery Target may represent a new stable condition.
Therefore:
Recovery Target Achieved ≠ Historical State Restored
- Recovery Beyond Target
Actual Recovery may exceed the originally established Recovery Target.
HREM must permit this condition without artificially capping Recovery at
the target.
Conceptually:
Achieved Condition > Recovery Target
where meaningful in the governed domain.
The target is a governance reference.
It is not a ceiling on actual Recovery.
- Recovery Without Restoration
HREM explicitly permits legitimate Recovery where:
Post-Recovery State ≠ Pre-Harm State
A person, object, system, organization, infrastructure, environment, or
society may recover through a materially different condition.
Canonical principle:
Recovery is evaluated by what has been regained—not by whether history has
been recreated.
- Functional vs Structural Recovery
HREM must distinguish materially different Recovery dimensions.
A physical or digital structure may remain changed while relevant function
has recovered.
Conversely, structure may be restored while function remains impaired.
Therefore:
Structural Restoration ≠ Functional Recovery
and:
Functional Recovery ≠ Structural Restoration
Neither dimension should silently substitute for the other.
- Operational Recovery
A system or organization may regain operational capability while remaining
dependent on:
workarounds
substitutes
manual intervention
external support
or:
degraded operating modes
HREM may recognize genuine operational Recovery while preserving those
conditions.
Therefore:
Operational Function Restored ≠ Original Capability Restored
- Adaptation and Recovery
Adaptation may coexist with genuine Recovery.
The evaluation must distinguish:
condition regained through Recovery
from:
function achieved by compensating around continuing Harm
Conceptually:
Observed Function = Recovery Contribution + Adaptation Contribution
where such separation is materially possible.
Canonical distinction:
Successful Adaptation ≠ Complete Recovery
- Dependency-Supported Recovery
Recovery may depend on continuing support.
HREM must determine whether the achieved condition is:
Independent
Dependency-Supported
or:Dependency-Critical
where that distinction materially affects the Recovery conclusion.A supported condition may still represent legitimate Recovery.
But:
Dependency-Supported Recovery ≠ Independent Recovery
- Recovery Stability
The achieved condition must be evaluated for sufficient stability relative
to the Recovery claim.
HREM may distinguish:
Emerging Recovery
Unstable Recovery
Conditionally Stable Recovery
and:Stable Recovery
Canonical principle:Recovery strength must not exceed demonstrated Recovery stability.
- Temporary Recovery
A condition may temporarily reach the Recovery Target before
deteriorating.
Such a condition may legitimately represent:
Temporary Recovery
but not:Stable Recovery
Therefore:Target Reached Once ≠ Stable Recovery Achieved
- Recovery Plateau Evaluation
A plateau requires interpretation.
It may indicate:
temporary pause
maximum currently achievable Recovery
dependency limitation
unresolved Harm
or:
uncertain future trajectory
Therefore:
Recovery Plateau ≠ Recovery Endpoint by Default
HREM evaluates what the plateau means before Residual Harm governance
begins.
- Regression in Recovery Evaluation
If Recovery has materially regressed, HREM evaluates the current condition
rather than preserving the strongest historical condition.
Therefore:
Best Historical Recovery State ≠ Current Recovery Evaluation
The Recovery record may preserve earlier achievement while the current
evaluation reflects deterioration.
- Composite Recovery Evaluation
Where multiple Harm components exist, HREM evaluates each materially
relevant Recovery dimension before establishing the composite condition.
For example:
Component A → Recovered
Component B → Partially Recovered
Component C → Unrecovered
The complete Recovery Evaluation must preserve this structure.
Therefore:
Recovered Component ≠ Recovered Composite Harm
- Collective Recovery Evaluation
Where Harm affects multiple individuals, a defined group, organization,
population, or society, HREM evaluates Recovery at the governed collective
level.
Improvement among selected members cannot automatically establish
collective Recovery.
Therefore:
Recovery of Selected Individuals ≠ Collective Recovery
Distribution remains part of the evaluation.
- Distributed Recovery Evaluation
Distributed Harm may produce materially different Recovery conditions
across:
locations
systems
organizations
infrastructure components
or:
operational environments
Therefore:
Local Recovery ≠ Distributed Recovery
HREM must preserve where Recovery has and has not occurred.
- Cross-Domain Recovery Evaluation
Recovery may differ across domains.
For example:
Physical → Substantial Recovery
Operational → Target Achieved
Financial → Partial Recovery
Cognitive → Uncertain Recovery
The complete Recovery Evaluation must not be represented solely through
the strongest domain.
Therefore:
Recovery in One Domain ≠ Complete Cross-Domain Recovery
- Unequal Recovery Distribution
Aggregate Recovery may hide materially important differences.
A population may show strong average improvement while a subgroup remains
severely harmed.
Therefore:
Average Recovery ≠ Recovery for Every Affected Subject
HREM preserves materially significant distributional differences.
- Recovery Evaluation Under Continuing Harm
Recovery may coexist with continuing Harm production.
HREM can evaluate the Recovery that has occurred while preserving that
additional Harm continues.
Therefore:
Recovery Achieved in a Dimension ≠ Harm Production Stopped
The relevant HAGA™ lifecycle spaces remain active.
- Recovery Evaluation and New Harm
New Harm arising during Recovery must remain separately visible.
A strong Recovery outcome for the original Harm does not erase newly
produced Harm.
Canonical principle:
Recovery from one Harm does not neutralize another Harm.
- Recovery Evaluation Uncertainty
Recovery may remain uncertain because of:
insufficient observation
unstable trajectory
measurement limitations
dependency uncertainty
distributed conditions
conflicting indicators
latent effects
or:
uncertain current Harm condition
HREM must preserve uncertainty rather than forcing a stronger Recovery
conclusion.
Therefore:
Insufficient Recovery Basis ≠ Recovery Achieved
- Conflicting Recovery Indicators
Different Recovery dimensions may provide conflicting signals.
For example:
function improves
while:
stability deteriorates
or:
operational capability returns
while:
dependency increases materially
HREM must preserve the conflict.
Canonical principle:
A favorable Recovery indicator does not invalidate an unfavorable
materially relevant Recovery indicator.
- Recovery Evaluation States
HREM may establish conditions such as:
Recovery Not Materially Established
Recovery Partially Established
Partial Recovery
Substantial Recovery
Recovery Target Achieved
Temporary Recovery
Dependency-Supported Recovery
Recovery Regressed
Mixed Recovery
or:Recovery Uncertain
The state must correspond to the actual governed condition and scope.- Recovery Evaluation ≠ Residual Harm Determination
HREM may identify that:
something remains unrecovered
but it does not yet establish that the remaining condition constitutes
formal Residual Harm.
This boundary is critical.
Therefore:
Unrecovered Condition ≠ Residual Harm by Default
The next module determines whether remaining Harm can legitimately be
classified as Residual Harm.
- Remaining Harm Handoff
HREM must preserve materially relevant:
unrecovered Harm
remaining impairment
persistent consequences
unrestored capability
dependency-supported function
unstable Recovery
and:
Recovery uncertainty
for the next lifecycle stage.The handoff is:
Governed Harm Recovery Evaluation → Remaining Harm Candidate Set →
Residual Harm Identification
- Recovery Evaluation Reassessment
A Recovery Evaluation must be reassessed where:
Recovery regresses
stability changesdependencies change
new Harm appears
existing Harm changes
previously recovered function deteriorates
or:
new information materially changes the Recovery basis
Canonical principle:
Recovery Evaluation must remain synchronized with current post-Harm
reality.
- Recovery Evaluation History
HREM should preserve material changes in Recovery Evaluation.
For example:
Partial Recovery → Substantial Recovery → Target Achieved → Regression →
Partial Recovery
Historical achievements remain part of the Harm lifecycle.
But:
Historical Recovery Achievement ≠ Current Recovery Condition
- Minimum Implementation Framework
A minimum HREM implementation requires eight capabilities.
- Recovery Evaluation Basis
Maintain sufficient linkage between the Recovery Reference Condition,
Recovery Target, Recovery Progress State, current Harm condition, and
current affected condition.
- Achieved Condition Evaluation
Determine what function, capability, stability, integrity, independence,
performance, or other materially relevant condition has actually been
regained.
- Recovery Extent Determination
Distinguish Partial, Substantial, Target-Achieved, Mixed, Temporary,
Regressed, and Uncertain Recovery without forcing binary conclusions.
- Stability, Adaptation & Dependency Assessment
Determine whether apparent Recovery is stable, temporary,
adaptation-supported, dependency-supported, or otherwise conditional.
- Composite, Collective, Distributed & Cross-Domain Evaluation
Preserve materially different Recovery conditions across components,
subjects, groups, systems, locations, and Harm domains.
- Unrecovered Condition Preservation
Identify and preserve materially relevant conditions that remain
unrecovered without prematurely classifying them as Residual Harm.
- Uncertainty, Reassessment & Evaluation History
Preserve conflicting indicators and uncertainty, trigger reassessment when
post-Harm reality changes, and maintain material Recovery Evaluation
history.
- Governed Output
Produce a traceable Governed Harm Recovery Evaluation suitable for
Residual Harm Identification. 38. Use Case 1 — Function Returns Through a
Different Condition
A system suffers governed Harm that permanently changes part of its
original structure.
Following Mitigation and Recovery, the system regains the operational
capability required by its legitimate Recovery Target through a different
technical configuration.
HREM does not require:
Post-Recovery State = Pre-Harm State
It may establish:
Recovery Target Achieved
while preserving:structural difference
dependency changes
and:
any remaining impairment
The governing principle is:
Recovery is evaluated by what has been regained—not by whether history has
been recreated.
- Use Case 2 — Strong Average Recovery With an Unrecovered Subgroup
A defined group affected by Harm shows substantial overall Recovery.
Most affected subjects regain the relevant condition, while a materially
significant subgroup remains severely impaired.
HREM does not convert the population average into complete collective
Recovery.
It preserves:
Substantial Collective Recovery
together with:Materially Unrecovered Subgroup
for subsequent Residual Harm Identification.The governing principle is:
Average Recovery cannot erase materially significant Harm that continues
to remain.
- Governance Requirements
HREM requires that:
- Recovery Evaluation remain distinct from Recovery activity and
Recovery Progress; - evaluation be grounded in the actual condition
regained; - Recovery Reference and Recovery Target remain separately
visible; - improvement from baseline not automatically establish target
achievement; - Recovery extent remain representable without binary
simplification; - Partial Recovery remain legitimate; - Substantial
Recovery not automatically imply Harm absence; - target achievement not
require restoration of the historical pre-Harm state; - Recovery beyond
target remain representable; - functional and structural Recovery remain
distinguishable; - operational Recovery preserve materially relevant
degraded modes and dependencies; - adaptation remain distinct from
complete Recovery; - dependency-supported Recovery remain distinguishable
from independent Recovery; - Recovery stability constrain the strength of
Recovery claims; - temporary Recovery remain distinct from stable
Recovery; - plateau require evaluation rather than automatic endpoint
determination; - regression update the current Recovery Evaluation; -
component Recovery not automatically establish composite Recovery; -
selected individual Recovery not automatically establish collective
Recovery; - local Recovery not automatically establish distributed
Recovery; - cross-domain differences remain visible; - aggregate Recovery
not erase materially significant unrecovered populations; - continuing and
new Harm remain visible; - uncertainty and conflicting indicators remain
explicit; - unrecovered conditions remain distinct from formally
identified Residual Harm; - Recovery Evaluation remain reassessable; -
material Recovery history remain preserved.
- Governance Logic
HREM applies the following logic:
Has Recovery been sufficiently initiated and observed for evaluation?
If no:
→ Recovery Evaluation remains pending or uncertain.
If yes:
→ establish the evaluation basis:
Recovery Reference Condition + Recovery Target + Recovery Progress State +
Current Condition
Then ask:
What has materially improved from the Recovery Reference Condition?
What condition has actually been regained?
How does the current condition compare with the Recovery Target?
Then determine:
Minimal Recovery?
Partial Recovery?
Substantial Recovery?
Target Achieved?
Mixed Recovery?
Regression?
Uncertain Recovery?
Next evaluate:
Is the achieved condition stable?
Is it temporary?
Is it adaptation-supported?
Is it dependency-supported?
Does Recovery differ across components, subjects, groups, systems,
locations, or domains?
Then ask:
What remains unrecovered?
What impairment continues?
What uncertainty remains?
Has new or continuing Harm materially changed the Recovery condition?
Then establish:
Governed Harm Recovery Evaluation
and preserve:Remaining Harm Candidate Set
for:RHIM — Residual Harm Identification Module
Throughout:Activity ≠ Recovery
Progress ≠ Evaluation
Improvement ≠ Target Achievement
Target Achievement ≠ Historical Restoration
Functional Recovery ≠ Structural Restoration
Adaptation ≠ Complete Recovery
Dependency-Supported Recovery ≠ Independent Recovery
Partial Recovery ≠ Recovery Failure
Average Recovery ≠ Universal Recovery
Unrecovered Condition ≠ Residual Harm by Default
Recovery ≠ Resolution
Recovery ≠ Finality
- Governance Outputs
HREM may produce:
Governed Harm Recovery Evaluation
Achieved Recovery Condition
Recovery Extent State
Recovery Target Achievement State
Functional Recovery State
Structural Recovery State
Operational Recovery State
Recovery Stability State
Temporary Recovery State
Dependency-Supported Recovery State
Adaptation-Supported Function State
Composite Recovery Evaluation
Collective Recovery Evaluation
Distributed Recovery Evaluation
Cross-Domain Recovery Evaluation
Unequal Recovery Distribution
Recovery Regression State
Recovery Uncertainty
Unrecovered Condition Set
Remaining Harm Candidate Set
Recovery Evaluation Reassessment Trigger
Recovery Evaluation History
and:Residual Harm Identification Readiness State
The principal output is:Governed Harm Recovery Evaluation
- Critical Distinctions
Recovery Effort ≠ Recovery Achievement
Recovery Process Completion ≠ Recovery Condition Achieved
Recovery Intended ≠ Recovery Achieved
Positive Progress ≠ Complete Recovery
Improvement from Reference ≠ Achievement of Recovery Target
Partial Recovery ≠ No Recovery
Partial Recovery ≠ Complete Recovery
Substantial Recovery ≠ Harm Absence
Recovery Target Achieved ≠ Historical State Restored
Structural Restoration ≠ Functional Recovery
Functional Recovery ≠ Structural Restoration
Operational Function Restored ≠ Original Capability Restored
Successful Adaptation ≠ Complete Recovery
Dependency-Supported Recovery ≠ Independent Recovery
Target Reached Once ≠ Stable Recovery
Recovery Plateau ≠ Recovery Endpoint
Best Historical Recovery State ≠ Current Recovery Evaluation
Recovered Component ≠ Recovered Composite Harm
Recovery of Selected Individuals ≠ Collective Recovery
Local Recovery ≠ Distributed Recovery
Recovery in One Domain ≠ Complete Cross-Domain Recovery
Average Recovery ≠ Recovery for Every Affected Subject
Recovery Achieved in a Dimension ≠ Harm Production Stopped
Insufficient Recovery Basis ≠ Recovery Achieved
Unrecovered Condition ≠ Residual Harm by Default
Historical Recovery Achievement ≠ Current Recovery Condition
- Canonical Boundary
The HREM — Harm Recovery Evaluation Module governs how the condition
actually regained through Recovery is evaluated against the Recovery
Reference Condition, Recovery Target, Recovery Progress State, current
Harm condition, and materially relevant post-Harm reality. It governs
Recovery extent, target achievement, functional, structural and
operational Recovery, stability, temporary and dependency-supported
Recovery, adaptation, plateau interpretation, regression, composite,
collective, distributed and cross-domain Recovery, unequal Recovery
distribution, uncertainty, unrecovered conditions, reassessment, and
Recovery Evaluation history. HREM may identify conditions that remain
unrecovered but does not formally determine them as Residual Harm. It does
not perform Harm Recognition or Determination, independently establish the
Harm Boundary, perform Containment or Mitigation, establish Recovery
Initiation, govern Recovery Progress as its primary object, formally
identify or classify Residual Harm, establish Resolution or Finality,
determine general causation, or assign accountability, responsibility,
liability, claims, or compensation.
- Canonical Closing Statement
Recovery cannot be established by the amount of effort invested, the
duration of a recovery process, or the fact that improvement occurred.
It must be evaluated through the condition actually regained, the
stability and scope of that condition, and the difference between what has
recovered and what remains unrecovered.
HREM establishes that boundary before remaining Harm is allowed to become
Residual Harm.
Recovery Evaluation determines what has truly returned before HAGA™
determines what continues to remain.