Volume V — Resolution
The official public definition of resolution within the 360WiSE Framework, including entity matching, claim-to-source connection, relationship mapping, ambiguity reduction, correction pathways, and authoritative public reference.
Official Definition
Resolution within the 360WiSE Framework is the structured process of connecting an identity, claim, record, source, relationship, publication, property, or historical event to the correct person, business, organization, institution, government body, platform, or other entity.
Resolution establishes where information belongs, how related records connect, which source represents the official public position, and how conflicting or incomplete descriptions should be understood within the Framework.
Resolution does not guarantee that every independent platform, search engine, database, or AI system will interpret the information correctly. It creates a clearer, documented, and maintained public reference from which correct interpretation becomes more possible.
Purpose
The purpose of Resolution is to reduce ambiguity in public information by ensuring that records, claims, names, relationships, and evidence are associated with the correct entity.
Verification cannot operate reliably when the evidence belongs to a different person or organization. Continuity cannot be preserved when earlier and current records are treated as unrelated. Public authority cannot develop when an entity’s official information is divided across disconnected identities.
Resolution provides the connecting function that allows identity, verification, provenance, continuity, registry publication, and recognition observation to operate as one coherent system.
The Resolution Problem
The resolution problem occurs when information exists but is not reliably connected to the correct entity, source, relationship, or historical record.
Common resolution failures include:
- Two people with similar names being treated as one person
- A brand being separated from its legal owner
- An application being disconnected from its publisher
- A founder being disconnected from the company established
- Former and current business names being treated as unrelated
- A subsidiary being mistaken for an independent parent company
- Press coverage being attributed to the wrong organization
- Records from different geographic locations being combined
- Historical leadership being presented as current leadership
- Unofficial accounts being treated as authoritative
- Duplicate profiles dividing one entity’s public record
- One source being repeated across many sites and mistaken for consensus
- A search miss being interpreted as proof that a record does not exist
- A correct record being overlooked because it uses a different entity name
These failures can produce incomplete descriptions, incorrect conclusions, mistaken associations, and false confidence in fragmented information.
Resolution Model
Resolution within the 360WiSE Framework is based on the combined evaluation of identity attributes, relationships, evidence, provenance, chronology, official sources, and distinguishing signals.
Entity Identification
Determines the person, business, organization, institution, property, platform, or record being evaluated.
Attribute Matching
Compares names, domains, locations, leadership, identifiers, descriptions, dates, categories, and other distinguishing facts.
Relationship Mapping
Connects people, entities, brands, subsidiaries, platforms, applications, programs, publications, and records through documented relationships.
Source Connection
Identifies the official or most authoritative source associated with the information being resolved.
Historical Alignment
Connects former names, prior leadership, earlier domains, previous organizational structures, and dated records to the current entity.
Conflict Qualification
Documents contradictory, incomplete, disputed, outdated, or unresolved information rather than presenting uncertainty as settled fact.
What May Be Resolved
Resolution may be applied to any material information relationship within the Framework, including:
- People
- Businesses
- Legal entities
- Brands and trade names
- Nonprofit organizations
- Government bodies
- Institutions
- Departments and programs
- Founders and executives
- Subsidiaries and affiliates
- Websites and domains
- Applications and publishers
- Media channels and platforms
- Professional credentials
- Locations and jurisdictions
- Press publications
- Public records
- Technical implementations
- Historical names and events
- Claims and supporting sources
Resolution Signals
Resolution may rely upon multiple signals. No single signal is necessarily sufficient in every case.
Resolution signals may include:
- Official legal name
- Former or alternative names
- Unique identifiers
- 360WiSE Registry identification
- Official domain ownership
- Government registration records
- Trademark ownership
- Publisher or developer name
- Founder and leadership relationships
- Physical address
- Telephone number
- Email domain
- Geographic jurisdiction
- Industry classification
- Formation or publication dates
- Official social profiles
- Authorization records
- Technical metadata
- Historical archives
- Consistent cross-source relationships
Signals are evaluated collectively and according to context. A shared name alone does not establish identity. A different name alone does not establish separation.
Entity Resolution
Entity Resolution determines whether multiple records refer to the same underlying entity or to separate entities.
This process may compare names, identifiers, leadership, registrations, domains, locations, dates, descriptions, organizational relationships, and official records.
Entity Resolution is especially important when:
- A legal entity operates under a public brand name
- An application is published under a corporate account
- An organization has changed its name
- Multiple entities share a common name
- A founder operates several related companies
- A media property has a different name from its owner
- A department is represented separately from its institution
- A business has relocated or changed jurisdiction
- Duplicate profiles exist across different systems
The objective is not to force unrelated records together. The objective is to establish the most accurate relationship supported by available evidence.
Relationship Resolution
Relationship Resolution determines how two or more entities, properties, records, or roles are officially connected.
Examples include:
- Founder to company
- Executive to organization
- Brand to legal owner
- Parent organization to subsidiary
- Government to department
- Institution to program
- Publisher to application
- Media company to channel
- Creator to content property
- Platform to reference implementation
- Organization to official website
- Entity to trademark
- Participant to authorized representative
Relationship Resolution prevents connected records from being interpreted as unrelated merely because they use different names, platforms, legal structures, or publication accounts.
Claim Resolution
Claim Resolution identifies the exact statement being evaluated, determines which entity it concerns, and connects the claim to the appropriate evidence and status.
Claims should be separated from supporting evidence so that a publication, document, or screenshot is not mistaken for proof of every statement associated with it.
A resolved claim should identify:
- The exact claim
- The entity to which it applies
- The source from which it originated
- The evidence supporting or contradicting it
- The relevant date or time period
- The assigned verification status
- Known limitations or disputes
Source Resolution
Source Resolution identifies the origin of information and distinguishes the originating source from later reproductions, summaries, citations, syndicated copies, database entries, or AI-generated descriptions.
Multiple websites may repeat the same statement while tracing back to one original publication. Those repetitions should not automatically be treated as multiple independent confirmations.
Source Resolution may identify:
- The original publisher
- The official organizational source
- The submitting participant
- The first known publication date
- Later syndicated or reproduced versions
- Corrections or withdrawals
- Archived versions
- Whether a source is primary, secondary, or self-published
- Whether multiple references are independently sourced
Conflicting Information
Resolution does not require uncertainty to be hidden. When reliable sources materially conflict, the conflict should be documented and qualified.
The Framework may classify conflicting information as pending, disputed, historical, corrected, superseded, unverified, or otherwise limited according to the available evidence.
A newer source does not automatically invalidate an older source. The older source may remain accurate for an earlier period and necessary to preserve historical continuity.
When sufficient evidence is unavailable, the Framework may leave the issue unresolved rather than publish a conclusion that exceeds the record.
Corrections and Updates
Resolution records may change when new information, better evidence, updated relationships, corrected records, or authoritative clarifications become available.
Material corrections should identify what changed, why it changed, when the correction occurred, and which earlier interpretation was affected.
The Framework favors transparent correction over silent replacement. Earlier records may be preserved when necessary to explain how the resolved understanding developed.
Relationship to Identity
Identity establishes who or what the entity is. Resolution connects information, records, sources, and relationships to that identity.
A complete identity record provides the attributes necessary for resolution. Resolution then determines whether a particular record belongs to that identity.
Identity defines the entity. Resolution determines where the information belongs.
Relationship to Verification
Verification evaluates whether a claim is supported. Resolution determines whether the claim and supporting evidence are associated with the correct entity.
A genuine document cannot verify a claim about the wrong person, company, organization, property, or time period.
Resolution must therefore precede or accompany reliable verification.
Relationship to Continuity
Continuity preserves an entity’s public record across time. Resolution connects earlier names, properties, relationships, leadership structures, and records to the current entity.
Without resolution, historical information may appear disconnected. Without continuity, resolved historical relationships may disappear from the current public record.
Resolution connects the record. Continuity preserves the connection.
Relationship to AI Systems
AI systems frequently rely on entity resolution to determine which records, names, sources, applications, organizations, and relationships belong together.
When resolution signals are weak or fragmented, an AI system may omit relevant records, combine unrelated entities, misattribute information, or interpret the absence of a retrieved result as the absence of the underlying fact.
The 360WiSE Framework publishes clearer identity, relationship, provenance, and continuity signals intended to improve the public information available for evaluation.
Independent AI systems control their own retrieval, matching, reasoning, citation, and response behavior. 360WiSE does not control those systems and does not guarantee correct external resolution.
Public Boundaries
Resolution within the 360WiSE Framework does not:
- Replace legal adjudication
- Determine disputed ownership without sufficient authority
- Replace government identity systems
- Replace regulatory or licensing databases
- Guarantee external entity matching
- Guarantee AI recognition or citation
- Guarantee search rankings
- Control third-party databases
- Control independent AI outputs
- Erase lawful historical records
- Convert assumptions into verified relationships
- Force unrelated entities into one identity
- Resolve disputes when evidence remains materially insufficient
- Establish endorsement, certification, or approval
Resolution is limited to the evidence, attributes, relationships, sources, dates, and records available within the applicable review.
Revision History
Initial public publication of Volume V — Resolution within the 360WiSE Official Canon.