HRCM — Harm Recognition Confirmation Module

OOF® Origin Open Foundation®

Independent Methodological Authority

Canonical Definition

The HRCM — Harm Recognition Confirmation Module governs when and on what
basis a Harm Recognition process becomes sufficiently supported to
establish a governed Recognition state, including confirmation criteria,
threshold sufficiency, evidence fitness, signal convergence, contradiction
handling, provisional Recognition, confidence, uncertainty, confirmation
strength, reassessment, withdrawal, reopening, and transition toward Harm
Determination readiness.

HRCM establishes the transition:

Governed Recognition Identification State → Governed Recognition Signal
State → Governed Recognition Delay State → Governed Harm Recognition
Latency State → Recognition Confirmation Assessment → Governed Harm
Recognition State

Its central question is:

Has the available governed basis become sufficient to confirm that Harm
should now be recognized as an explicit governance object?

Operational Role

The earlier HRS modules establish:

what information is Recognition-relevant

how that information exists as governed Recognition Signals

why Recognition may have been delayed

how much temporal separation exists between Harm and Recognition

HRCM governs the point at which those inputs become sufficient to
establish:

Recognized Harm

Its operational role is:

to convert a sufficiently supported Recognition Basis into a governed Harm
Recognition state without converting Recognition into formal Harm
Determination, causation, accountability, or liability.

Position Within HRS

The HRS module sequence is:

HRIM → HRSM → HRDM → HLRM → HRCM

HRCM receives:

Governed Recognition Identification State

Governed Recognition Signal State

Governed Recognition Delay State

Governed Harm Recognition Latency State

and any additional materially relevant Recognition basis.

It produces:

Governed Harm Recognition State

for the Harm Boundary Standard (HBS).

Governed Object

The primary governed object is:

Recognition Confirmation State

Possible states include:

Not Ready for Confirmation

Confirmation Pending

Provisionally Recognized

Recognized

Recognition Confirmed

Recognition Confirmed with Limitations

Recognition Disputed

Recognition Incomplete

Recognition Withdrawn

Recognition Reopened

HRCM must preserve the basis for each state.

Foundational Confirmation Principle

The foundational distinction is:

Recognition Confirmation ≠ Harm Determination

HRCM establishes that Harm is sufficiently supported to enter explicit
governance.

It does not establish the complete formal Determination owned by HDS.

Confirmation Readiness

Recognition Confirmation may begin only where the Recognition Basis is
sufficiently mature for assessment.

Readiness may require:

identified Harm-relevant information

governed Recognition Signals

sufficient context

relevant subject association

appropriate temporal relationship

known uncertainty

known conflicts

Readiness does not itself establish confirmation.

Confirmation Basis

A Confirmation Basis may include:

direct observation

subject-reported effect

measured impairment

system-detected consequence

multiple correlated signals

independent corroboration

historical reconstruction

operational reality

validated information

expert assessment

machine-supported analysis

No single form is universally required.

Confirmation Basis ≠ Single Evidence Type

HRCM must not require one universal evidence form for all Harm domains.

Physical, digital, financial, environmental, cognitive, organizational,
and societal Harm may require different Recognition bases.

Canonical principle:

Different Harm domains may require different Recognition confirmation
structures.

Confirmation Criteria

Confirmation Criteria define what must be materially established before
Harm Recognition can be confirmed.

Criteria should be:

explicit

traceable

domain-appropriate

proportionate

reviewable

consistent with uncertainty

Criteria must not silently introduce requirements belonging to formal Harm
Determination.

Confirmation Threshold

A Confirmation Threshold defines the level at which the available
Recognition Basis becomes sufficient for Recognition.

It may be:

qualitative

quantitative

composite

domain-specific

risk-sensitive

context-sensitive

Threshold design must remain distinct from the Harm Emergence threshold.

Emergence Threshold ≠ Confirmation Threshold

HEMS asks when Harm began to exist.

HRCM asks when available information is sufficient to recognize that Harm.

Therefore:

Harm Emergence Threshold ≠ Recognition Confirmation Threshold

Confirmation Threshold ≠ Determination Threshold

Recognition may require a lower or different threshold than formal
Determination.

Therefore:

Recognition Confirmation Threshold ≠ Harm Determination Threshold

This enables governance to act without waiting for every downstream
question to be resolved.

Provisional Recognition

Where the Recognition Basis is materially sufficient for governance but
uncertainty remains substantial, HRCM may establish:

Provisionally Recognized

This prevents the false binary:

fully certain

versus:

not recognized

Canonical principle:

Uncertainty may limit Recognition strength without eliminating Recognition
altogether.

Provisional Recognition ≠ Weak Governance

Provisional Recognition is a governed state.

It may justify:

monitoring

escalation

boundary work

protective action

additional evidence collection

depending on applicable governance.

It must not be treated as methodological failure.

Confirmed Recognition

Recognition may become Confirmed where the available governed basis
satisfies the applicable Recognition criteria and threshold.

Confirmed Recognition establishes:

this Harm object is sufficiently supported to proceed within HAGA™
governance.

It does not establish all downstream facts.

Recognition Confirmed with Limitations

HRCM may confirm Recognition while preserving limitations such as:

scope uncertain

some subjects unknown

timing partially reconstructed

cause unresolved

domain effects incomplete

evidence gaps remain

A limitation does not automatically invalidate Recognition.

Partial Recognition Confirmation

Harm may be confirmed only within a limited scope.

Conceptually:

Known Harm Portion → Confirmed Recognition

while:

Remaining Scope → Pending

Canonical distinction:

Partial Recognition Confirmation ≠ Complete Harm Boundary

Recognition Confidence

HRCM may represent Recognition Confidence separately from the Recognition
State.

Possible confidence states include:

High

Moderate

Limited

Disputed

Unknown

Confidence should reflect support for Recognition.

It must not represent Harm severity.

Recognition Confidence ≠ Harm Severity

A highly severe Harm may initially have limited Recognition confidence.

A minor Harm may be recognized with high confidence.

Therefore:

Recognition Confidence ≠ Harm Severity

Recognition Confidence ≠ Determination Confidence

Recognition confidence concerns:

whether Harm should be recognized

Determination confidence concerns:

whether formal Harm Determination is sufficiently established

These remain separate.

Signal Convergence

Multiple independent signals may converge toward one Recognition
conclusion.

Conceptually:

Signal A + Signal B + Signal C → Convergent Recognition Basis

Signal convergence may strengthen Recognition Confirmation.

Convergence ≠ Duplication

Repeated copies of the same underlying information must not be treated as
independent convergence.

Therefore:

Signal Replication ≠ Independent Corroboration

HRCM must use HRSM signal lineage where available.

Independent Corroboration

Independent corroboration may materially strengthen confirmation where
signals differ in:

source

method

observation pathway

system

organization

data origin

Independence should be assessed rather than assumed.

Composite Confirmation Basis

Recognition may depend on multiple individually insufficient inputs.

Conceptually:

Input₁ + Input₂ + Input₃ + Context → Sufficient Recognition Basis

Canonical principle:

Individual Insufficiency ≠ Composite Insufficiency

Distributed Confirmation Basis

Relevant confirmation inputs may exist across:

agents

sessions

systems

tools

organizations

locations

time periods

Recognition must not fail merely because no single component holds the
complete basis.

Local Insufficiency ≠ Global Insufficiency

In distributed environments:

Local Signal A = insufficient

Local Signal B = insufficient

Local Signal C = insufficient

may still produce:

Composite Recognition Basis = sufficient

Therefore:

Local Insufficiency ≠ Global Insufficiency

Confirmation in Distributed AI Systems

AI-mediated Harm may require reconstruction across:

model outputs

agent actions

tool use

execution paths

user effects

downstream systems

AIG® governs behavior.

ASGA™ governs autonomous execution.

ORA™ governs operational reality.

HRCM governs Recognition Confirmation of resulting Harm.

Confirmation Without a Single Harm-Producing Action

Harm may arise from a combination of conditions or interactions.

Therefore:

No Single Harm-Producing Action ≠ No Confirmable Harm

Recognition Confirmation must be capable of operating on composite Harm
structures.

Confirmation Without Complete Causation

HRCM may confirm Recognition while causation remains incomplete.

Canonical principle:

Unresolved Cause ≠ Unrecognizable Harm

HRCM requires sufficient association for Recognition, not a complete
general causation finding.

Confirmation Without Accountability

Recognition may be confirmed before any actor is identified as
accountable.

Therefore:

Confirmed Harm Recognition ≠ Accountability Established

AGA™ governs accountability.

Confirmation Without Liability

Liability may remain unresolved or may not exist.

Therefore:

Confirmed Harm Recognition ≠ Liability Established

HRCM must not delay Recognition merely because liability is disputed.

Subject Confirmation

Recognition may be confirmed for:

one subject

multiple subjects

a defined group

an organization

a physical object

a digital object

a system

infrastructure

an environment

a population or society

The subject structure should remain explicit.

Multi-Subject Confirmation

Different subjects may have different Recognition states.

One subject may be:

Confirmed

while another remains:

Pending

Therefore:

Shared Harm Context ≠ Shared Recognition Confirmation State

Collective Recognition Confirmation

Collective Harm may be recognized where the aggregate pattern is
sufficiently supported even if no single subject independently carries the
entire Harm significance.

Canonical principle:

The absence of a single harmed subject does not preclude governed Harm.

Domain-Specific Confirmation

Confirmation criteria may vary across:

Physical

Medical / Health

Digital

Financial

Property

Environmental

Organizational

Cognitive

Societal

domains.

HRCM must preserve domain-specific methodological legitimacy without
fragmenting HAGA™.

Cross-Domain Confirmation

One Harm object may be recognized across multiple domains.

Example:

Digital effect + operational effect + financial effect

Confirmation may occur:

simultaneously

or:

at different times

Cross-domain Confirmation must preserve each supported state.

Temporal Confirmation

Recognition Confirmation must preserve temporal reality established by
HLRM.

Therefore:

Recognition Confirmation Time ≠ Harm Emergence Time

Confirmation must not rewrite earlier Harm history.

Historical Confirmation

Harm may be confirmed retrospectively.

Conceptually:

Past Harm → Historical Signals → Reconstruction → Recognition Confirmation

Historical confirmation must preserve:

past Harm timing

later Recognition timing

current Confirmation timing

Confirmation After Harm Has Changed

Harm may be confirmed after it has:

increased

decreased

stabilized

propagated

partially recovered

ceased to be immediately visible

Therefore:

Current Harm State ≠ Historical Recognition Basis by Default

Later Recovery ≠ No Prior Harm

A subject or system may recover before Recognition Confirmation occurs.

Canonical distinction:

Later Recovery ≠ No Prior Harm

Historical Harm may still be legitimately recognized.

Mechanism Termination ≠ Recognition Rejection

The Harm-producing mechanism may have stopped.

That does not invalidate Recognition of Harm that already existed.

Therefore:

Mechanism Termination ≠ No Harm

Signal Disappearance ≠ Recognition Failure

Recognition Signals may cease.

If the basis remains historically sufficient:

Signal Disappearance ≠ Harm Disappearance

and:

Signal Disappearance ≠ Recognition Rejection

Confirmation and Evidence

ADIT® governs evidence formation, correlation, verification, and
auditability.

HRCM may rely on governed evidence.

But:

Evidence Object ≠ Recognition Conclusion

HRCM performs the Recognition judgment within HAGA™.

Evidence Sufficiency

Evidence sufficiency for Recognition must be proportionate to the
Recognition question.

It need not equal the evidentiary standard required for:

liability

legal causation

formal enforcement

criminal proof

insurance adjudication

unless the specific domain requires it.

Evidence Gap

An evidence gap may:

reduce confidence

limit scope

require provisional Recognition

prevent confirmation

depending on materiality.

It must not automatically produce:

No Harm

Insufficient Basis

Where the available basis is materially insufficient, HRCM may establish:

Confirmation Pending

or:

Not Ready for Confirmation

This is distinct from:

Harm Not Established

which belongs downstream to Determination.

Insufficient Recognition Basis ≠ No Harm

Canonical principle:

Insufficient basis to confirm Recognition does not establish that Harm
does not exist.

This distinction is mandatory.

Contradictory Evidence

HRCM must preserve meaningful contradiction.

Possible outcomes include:

Recognition remains Confirmed

Recognition becomes Disputed

Recognition becomes Provisional

Confirmation is suspended

additional review is required

Contradiction must not be silently averaged away.

Recognition Dispute

Recognition may be disputed by:

subject

organization

system owner

expert

authority

third party

Dispute status must remain separate from Recognition reality.

Therefore:

Recognition Dispute ≠ Recognition Invalidity

Confirmation Conflict

Different governance sources may reach different Recognition conclusions.

HRCM should preserve:

source

basis

method

scope

confidence

reason for disagreement

until the conflict is legitimately resolved or handed forward.

Confirmation Bias Control

HRCM should guard against:

confirmation bias

automation bias

institutional bias

visibility bias

credibility bias

salience bias

economic incentive bias

A confirmation process should not merely validate the first preferred
conclusion.

Automation Bias

A human decision-maker must not treat:

AI says Harm

or:

AI says No Harm

as sufficient by itself unless the governance method explicitly justifies
that reliance.

Canonical principle:

Machine Conclusion ≠ Governed Recognition by Default

Human Authority Bias

A high-status individual or institution should not be treated as
automatically correct.

Therefore:

Authority Status ≠ Recognition Truth

Authority may govern who can make decisions.

It does not substitute for methodological basis.

Subject Credibility Boundary

Subject credibility may affect assessment of a report.

But:

Subject Credibility ≠ Harm Reality

Recognition must assess the information, not merely the status of the
speaker.

Confirmation Suppression

Recognition Confirmation may be improperly prevented through:

ignored evidence

procedural blockage

economic incentives

reputational concerns

authority misuse

conflict of interest

organizational pressure

HRCM must allow suppression concerns to remain visible.

Confirmation Inflation

The opposite failure also exists.

Weak or ambiguous information may be over-interpreted into Recognition.

Canonical principle:

Governance must prevent both Recognition suppression and Recognition
inflation.

Over-Confirmation

Over-Confirmation occurs where the Recognition conclusion exceeds the
support available.

Examples:

confirming more subjects than supported

confirming broader Harm domains

assigning unsupported timing

treating correlation as causation

treating prediction as actual Harm

HRCM must prevent scope inflation.

Under-Confirmation

Under-Confirmation occurs where the supported Recognition conclusion is
artificially narrowed.

Examples:

ignoring collective effects

excluding distributed signals

ignoring historical harm

recognizing only the most visible subject

excluding indirect but materially supported manifestations

Both over- and under-confirmation are governance failures.

Confirmation Scope

HRCM should state what exactly has been confirmed.

This may include:

subject(s)

domain(s)

manifestation(s)

time range

location

recognized consequence

confidence

limitations

Confirmation Scope must remain distinct from the full Harm Boundary.

Confirmation Scope ≠ Harm Boundary

HRCM establishes what is sufficiently recognized.

HBS determines what belongs to the governed Harm object and what remains
outside it.

Therefore:

Confirmation Scope ≠ Final Harm Boundary

Recognition State Transition

Possible transitions include:

Pending → Provisional

Provisional → Confirmed

Confirmed → Confirmed with Limitations

Confirmed → Disputed

Disputed → Confirmed

Confirmed → Withdrawn

Withdrawn → Reopened

Each transition must preserve the prior state.

Recognition Withdrawal

Recognition may be withdrawn where the prior basis becomes materially
unsupportable.

Possible reasons include:

false signal

misidentification

data corruption

incorrect correlation

scope error

new contradicting information

Withdrawal must preserve the historical Recognition record.

Recognition Withdrawal ≠ No Historical Harm

Canonical distinction:

Recognition Withdrawal ≠ Proof That No Harm Ever Existed

The withdrawal may concern:

the Recognition conclusion

its scope

its basis

not necessarily the underlying historical reality.

Recognition Reopening

A withdrawn, closed, or historically settled Recognition state may be
reopened where:

new evidence appears

historical signals are found

new subjects emerge

scope expands

identity is corrected

distributed execution is reconstructed

Reopening must preserve the previous decision history.

Reassessment

HRCM must reassess Recognition where:

signal strength materially changes
independent corroboration appears
contradiction emerges
historical timing changes
subject scope changes
domain scope changes
signal lineage is corrected
actual execution identity is established
validation changes
evidence integrity changes
suppression is discovered
new collective or distributed patterns emerge

Historical Recognition Integrity

HRCM must preserve:

Recognition State₁ → New Information → Recognition State₂

including:

original Recognition Basis

criteria

threshold

confidence

limitations

conflicts

decision

reason for change

Canonical principle:

Current Recognition State ≠ Complete Recognition History

Determination Readiness

HRCM must determine whether the Recognition output is sufficiently
structured for the next HAGA™ stages.

Recognition should be ready for handoff where it preserves:

recognized Harm object

Recognition Basis

Recognition state

confidence

subjects

domains

temporal relationship

uncertainty

conflicts

limitations

historical state

This creates:

Determination Readiness

without performing formal Determination.

Determination Readiness ≠ Harm Determination

Canonical distinction:

Ready for Determination ≠ Determined Harm

HBS first governs the Harm Boundary.

HDS later governs formal Harm Determination.

HBS Handoff

HRCM hands forward:

Governed Harm Recognition State

HBS then asks:

What belongs to the governed Harm and what remains outside it?

Recognition must not silently establish the full Harm boundary.

HDS Handoff Boundary

HDS later asks:

Can Harm legitimately be formally determined to exist, and what governed
Harm has been established?

HRCM must therefore preserve enough Recognition structure to support that
future question without answering it prematurely.

HEMS Boundary

HEMS establishes:

when and how Harm began to exist

HRCM does not reopen Harm Emergence unless new information requires the
relevant upstream governance to be revisited.

Therefore:

Recognition Confirmation ≠ Harm Emergence Governance

HRIM Boundary

HRIM determines:

which information should enter Recognition governance

HRCM determines:

whether the complete governed Recognition basis is sufficient for
Recognition

Therefore:

Recognition Identification ≠ Recognition Confirmation

HRSM Boundary

HRSM structures Recognition Signals.

HRCM evaluates whether the governed signal structure is sufficient to
support Recognition.

Therefore:

Strong Signal ≠ Confirmed Recognition

HRDM Boundary

HRDM governs why Recognition may be delayed.

HRCM governs whether Recognition can now legitimately be confirmed.

Therefore:

Delay Resolution ≠ Automatic Recognition Confirmation

HLRM Boundary

HLRM governs the temporal separation between Harm Emergence and
Recognition.

HRCM uses that temporal structure but does not redefine it.

Therefore:

Recognition Confirmation Time ≠ Harm Emergence Time

ORA™ Boundary

ORA™ establishes actual operational reality.

HRCM may rely on operational facts.

It does not govern execution itself.

Therefore:

Operational Reality ≠ Recognition Confirmation by Default

AIG® Boundary

AIG® governs AI behavior.

Unsafe behavior may support Recognition.

But:

Unsafe AI Behavior ≠ Confirmed Harm Recognition by Default

ASGA™ Boundary

ASGA™ governs autonomous execution, authority, constraints, override,
intervention, and continuity.

Autonomous governance failure may contribute to Recognition.

But:

Autonomous-System Governance Failure ≠ Confirmed Harm Recognition by
Default

OBIDENITY® Boundary

Identity and provenance may support:

subject attribution

execution identity

system lineage

capability lineage

But:

Identity Association ≠ Recognition Confirmation

ADIT® Boundary

ADIT® owns:

evidence formation

correlation

verification

auditability

HRCM consumes relevant evidence but does not become an evidence
architecture.

VALIDOS™ Boundary

VALIDOS™ governs whether validation claims can legitimately be relied
upon.

HRCM may require validated inputs where appropriate.

But:

Validated Evidence ≠ Recognition Confirmation by Default

Recognition still requires HAGA™ methodology.

INTEGROS® Boundary

INTEGROS® governs integrity.

Integrity state may affect confidence in Recognition inputs.

But:

Integrity State ≠ Recognition State

SIMULOS® Boundary

Simulated or predicted Harm may inform governance.

But:

Simulated Harm ≠ Confirmed Actual Harm Recognition

Predicted Harm ≠ Confirmed Existing Harm

Actual governed reality is required for Recognition of actual Harm.

VFM® Boundary

Value loss may support a Harm Recognition Basis.

But:

Value Loss ≠ Confirmed Harm Recognition by Default

VFM® governs what happened to Value.

HAGA™ governs Harm.

TREGA™ Boundary

A Tax-Relevant Event may coexist with Harm.

But:

Tax-Relevant Event ≠ Confirmed Harm Recognition

The governed objects remain distinct.

Minimum Implementation Framework

A minimum HRCM implementation requires eight capabilities.

Confirmation Readiness Assessment

Determine whether the Recognition Basis is sufficiently mature for
Confirmation assessment.

Confirmation Criteria & Thresholds

Maintain explicit, domain-appropriate, reviewable Recognition Confirmation
criteria and thresholds distinct from Harm Emergence and formal Harm
Determination thresholds.

Composite Basis Evaluation

Evaluate direct, indirect, collective, distributed, cross-system,
cross-domain, historical, and composite Recognition inputs without
requiring one decisive signal.

Uncertainty, Conflict & Limitation Governance

Preserve uncertainty, contradictory inputs, scope limitations, evidence
gaps, disputed states, and confidence without forcing false binary
conclusions.

Recognition State Governance

Support Pending, Provisional, Confirmed, Confirmed with Limitations,
Disputed, Withdrawn, and Reopened Recognition states.

Bias & Suppression Controls

Provide mechanisms capable of identifying over-confirmation,
under-confirmation, automation bias, authority bias, suppression,
incentive distortion, and conflict of interest where materially relevant.

Reassessment & Historical Continuity

Permit Recognition Confirmation states to change while preserving their
prior basis, criteria, confidence, limitations, and decision history.

Governed Output & Handoff

Produce a traceable Governed Harm Recognition State suitable for Harm
Boundary governance and later formal Harm Determination.

A system that can only classify Harm as either fully proven or nonexistent
does not fully implement HRCM.

Use Case 1 — Multiple Partial Signals Support Provisional
Recognition

An affected subject reports functional impairment.

A monitoring system records an abnormal operational pattern.

Historical records show a similar change beginning earlier.

None of these inputs independently supports complete formal Harm
Determination.

Together they provide a materially coherent Recognition Basis.

HRCM establishes:

Governed Signals + Historical Context + Temporal Support → Provisionally
Recognized Harm

with:

moderate confidence

limited scope

unresolved causation

The Harm can now enter explicit governance without pretending that every
downstream question has already been answered.

The governing principle is:

Uncertainty may limit Recognition strength without eliminating Recognition
altogether.

Use Case 2 — Distributed AI Harm Is Confirmed at Composite Level

A complex AI operation is distributed across several agents, models,
tools, and sessions.

Each local component appears individually compliant.

HRIM identifies Harm-relevant information.

HRSM reconstructs a composite Recognition Signal.

HRDM identifies delay caused by fragmented execution.

HLRM establishes that the Harm existed before the full pattern was
recognized.

HRCM evaluates the combined basis:

Subject Consequence + Operational Evidence + Distributed Signal Pattern +
Historical Timeline

and confirms Recognition of a composite Harm object.

No single agent or action independently constitutes the complete
Recognition basis.

The governing principle is:

Local insufficiency does not establish global insufficiency.

Governance Requirements

HRCM requires that:

Recognition Confirmation remain distinct from Harm Emergence
Recognition Confirmation remain distinct from Harm Determination
Confirmation readiness be explicitly assessed
Confirmation criteria remain traceable and domain-appropriate
Confirmation Threshold remain distinct from Emergence and

Determination thresholds; - provisional Recognition remain available where
materially justified; - uncertainty not require artificial binary
decisions; - Confirmation Scope remain explicit; - partial confirmation
remain distinct from complete Harm Boundary; - Recognition Confidence
remain distinct from Harm Severity; - Recognition Confidence remain
distinct from Determination confidence; - signal convergence remain
distinguishable from duplication; - independent corroboration remain
assessable; - composite and distributed bases remain supportable; - no
single Harm-producing action be required by default; - unresolved
causation not automatically block Recognition; - accountability and
liability remain separate; - subject-specific and collective Recognition
remain supportable; - domain-specific and cross-domain Recognition remain
supportable; - Recognition Confirmation preserve HLRM temporal integrity;
- later recovery or mechanism termination not erase prior Harm; - evidence
gaps not automatically become no-Harm conclusions; - insufficient
Recognition basis remain distinct from no Harm; - contradictions and
disputes remain explicit; - Recognition suppression and Recognition
inflation both remain governable; - over-confirmation and
under-confirmation remain identifiable; - withdrawal preserve history; -
reopening and reassessment remain possible; - Determination Readiness
remain distinct from formal Determination; - handoff to HBS preserve the
limits of Recognition scope.

Governance Logic

HRCM applies the following logic:

Is there a governed Recognition Basis?

If no:

→ maintain Not Ready for Confirmation.

If yes:

→ assess readiness.

Are the applicable Recognition criteria explicit?

If no:

→ Confirmation should not proceed as though a valid threshold exists.

If yes:

→ evaluate the Recognition Basis.

Does one direct signal establish sufficient Recognition support?

If yes:

→ proceed to Confirmation assessment.

If no:

→ assess collective, composite, distributed, historical, and cross-domain
support.

Are signals duplicated rather than independent?

If yes:

→ correct artificial amplification.

Are relevant signals conflicting?

If yes:

→ preserve conflict and determine whether Provisional, Disputed, or
Pending Recognition is appropriate.

Is material uncertainty present?

If yes:

→ determine whether provisional Recognition is justified.

Is the Recognition Threshold satisfied?

If no:

→ maintain Pending or Not Ready state.

If yes:

→ establish an appropriate Recognition state.

Does the supported scope remain limited?

If yes:

→ confirm only that supported scope.

Does causation remain unresolved?

→ Recognition may still proceed where the Recognition Basis is sufficient.

Is accountability unresolved?

→ Recognition may still proceed.

Is liability unresolved?

→ Recognition may still proceed.

Did new information materially weaken the prior Recognition Basis?

If yes:

→ reassess, dispute, limit, or withdraw Recognition as justified.

Is the Recognized Harm object sufficiently structured for HBS?

If yes:

→ produce the Governed Harm Recognition State.

At every stage:

Recognition Confirmation ≠ Harm Determination

Confirmation Scope ≠ Final Harm Boundary

Recognition Confidence ≠ Harm Severity

Unresolved Cause ≠ Unrecognizable Harm

Confirmed Harm Recognition ≠ Accountability

Confirmed Harm Recognition ≠ Liability

Governance Outputs

HRCM may produce:

Governed Harm Recognition State
Recognition Confirmation Readiness State
Recognition Confirmation Basis
Recognition Confirmation Criteria
Recognition Confirmation Threshold
Provisional Recognition State
Confirmed Recognition State
Recognition Confirmed with Limitations State
Partial Recognition Confirmation State
Recognition Confidence
Signal Convergence State
Independent Corroboration State
Composite Confirmation Basis
Distributed Confirmation Basis
Collective Recognition Confirmation State
Subject-Specific Recognition State
Domain-Specific Recognition State
Cross-Domain Recognition State
Recognition Conflict State
Recognition Dispute State
Confirmation Limitation Record
Insufficient Recognition Basis State
Recognition Suppression Indicator
Recognition Inflation Indicator
Recognition Withdrawal State
Recognition Reopening State
Recognition Reassessment Record
Historical Recognition Confirmation Record
Determination Readiness State

The principal output is:

Governed Harm Recognition State

Critical Distinctions

Canonical Boundary

The HRCM — Harm Recognition Confirmation Module governs when and on what
basis the complete governed Recognition Basis becomes sufficient to
establish a Harm Recognition state. It governs Confirmation readiness,
criteria, thresholds, direct and indirect support, provisional
Recognition, Recognition confidence, signal convergence, independent
corroboration, composite and distributed confirmation, subject-specific
and collective Recognition, domain-specific and cross-domain Recognition,
uncertainty, contradiction, dispute, limitations, over-confirmation,
under-confirmation, suppression, withdrawal, reopening, reassessment,
historical continuity, and Determination Readiness. It does not determine
when Harm originally emerged, establish the complete Harm Boundary,
perform formal Harm Determination, establish general causation, assign
accountability or responsibility, determine liability, govern operational
execution, evidence formation, validation, integrity, identity,
simulation, Value lifecycle, or tax-event determination.

Canonical Closing Statement

Harm Recognition should not require impossible certainty, but it must
require a governed basis.

Recognition that is too weak can manufacture Harm that has not been
sufficiently supported. Recognition that is withheld until every
downstream question is solved can leave real Harm outside governance for
far too long.

HRCM governs the boundary between those failures: the point at which the
available reality becomes sufficient to say that Harm must now be
recognized and governed, while leaving formal Determination,
accountability, causation, and liability where they belong.

Recognition becomes legitimate when uncertainty is governed — not when
uncertainty disappears.