360WiSE® AI Answers™ · Answer 006
AI MUST RESOLVE Before It Can Answer.
AI resolution is the process by which software systems determine what entity, concept, person, organization, product, place, event, or record a question refers to before retrieving or generating information.
The Direct Answer
BEFORE A SYSTEM CAN ANSWER WHAT IS TRUE ABOUT X, IT MUST DETERMINE WHAT X IS.
Names, phrases, organizations, products, people, places, and public records can be ambiguous. Resolution uses context, identifiers, structured relationships, provenance, continuity, canonical references, and available evidence to determine the most likely intended meaning.
When resolution is weak, a system may connect a question to the wrong entity, merge unrelated records, rely on outdated information, or produce inconsistent answers.
01 · Resolution Failure
THE WRONG ENTITY CAN PRODUCE THE WRONG ANSWER PATH.
Identity Collision
Similar names can cause unrelated people, organizations, products, or places to be treated as the same entity.
Record Fragmentation
Aliases, former names, subsidiaries, domains, and platforms can be separated even when they belong to one evolving entity.
State Confusion
Historical leadership, ownership, locations, products, or descriptions can be interpreted as current.
02 · Resolution Foundation
IDENTITY → CONTEXT → AUTHORITY → RESOLUTION.
Identity
Who or what is the question actually about?
Context
Which meaning fits the name, geography, industry, date, conversation, and relationships?
Authority
Which public records, identifiers, provenance, and canonical references belong to that entity?
Resolution
Which entity or concept best fits the available context and evidence?
03 · What Resolution Evaluates
SIX QUESTIONS THAT HELP ESTABLISH MEANING.
Who or What?
The specific person, company, institution, product, place, record, or concept being referenced.
Which Meaning?
Nearby words, conversation, geography, industry, dates, and relationships narrow the intended meaning.
Which Records?
Sources, documents, profiles, filings, pages, and structured records must be associated with the resolved entity.
Which State?
Dates and continuity distinguish current information from historical, corrected, expired, or superseded records.
Which Reference?
Canonical sources and provenance help identify where official definitions, relationships, and status are maintained.
Which Interpretation?
Clear relationships reduce the chance that fragmented records or competing descriptions will be combined incorrectly.
04 · Resolution Process
QUESTION → CANDIDATES → SIGNALS → RESOLUTION → ANSWER PATH.
Interpret Question
Evaluate wording, conversation, location, date, and contextual clues.
Identify Candidates
Consider entities, records, products, people, places, or concepts that may match.
Compare Signals
Compare identifiers, domains, locations, aliases, dates, leadership, and relationships.
Resolve Meaning
Prioritize the entity or concept that best fits available context and evidence.
Retrieve + Generate
Use information associated with that resolved meaning to construct the response.
05 · Different Functions
RESOLUTION IS NOT RETRIEVAL, RANKING, OR GENERATION.
Resolution
Determines what the question, name, or record refers to.
Retrieval
Finds information associated with the resolved meaning across available sources and indexes.
Ranking
Orders candidate information according to relevance, recency, authority, system rules, and other signals.
Generation
Produces the written, spoken, visual, or structured response using the resolved meaning and available information.
06 · Public Resolution Infrastructure
RESOLVABILITY REQUIRES RELATIONSHIPS THE MACHINE CAN FIND.
Machine-Readable Identity
Stable identifiers, aliases, entity types, domains, locations, and structured relationships clarify what the entity is.
Canonical References
Authoritative pages establish official names, definitions, status, relationships, and preferred public records.
Provenance
Origin, authorship, dates, evidence lineage, and record history clarify where information came from.
Continuity
Dated transitions and correction histories connect former and current identity states.
Governance
Public responsibility, review, correction rules, and ownership clarify who maintains the record.
Operating Infrastructure
Persistent systems maintain public records, identifiers, status, evidence, and machine-readable access over time.
Important Boundary
BETTER RESOLUTION DOES NOT GUARANTEE A CORRECT ANSWER.
Resolution determines what a question most likely refers to. Accuracy still depends on information quality and availability, retrieval, ranking, reasoning, recency, system instructions, and uncertainty handling. 360WiSE does not control independent AI systems or guarantee inclusion, ranking, citation, recognition, or generated output.
07 · Related Canon Standards
THE ANSWER EXPLAINS. THE CANON DEFINES.
Canonical lookup, entity meaning, status, relationships, and machine-readable response behavior.
Related StandardIdentityPersistent identity records, aliases, organizational relationships, and identifier rules.
Related StandardProvenanceSource origin, authorship, evidence lineage, custody, attribution, and record history.
Related StandardContinuityHistorical relationships, corrections, transitions, and persistence across time.
Related StandardGovernanceAuthority, review, correction, publication, maintenance, and public accountability.
Related StandardOperating InfrastructureThe persistent operational layer supporting identity, provenance, continuity, governance, and resolution.
08 · Frequently Asked Questions
COMMON RESOLUTION QUESTIONS.
Is AI resolution the same as verification?
Can two AI systems resolve the same question differently?
Why do similar names cause resolution problems?
Can one entity have multiple names?
Does better resolution guarantee correct answers?
How can an organization improve resolvability?
Continue Learning
FROM RESOLUTION TO TRUST, VERIFICATION, AND RECOGNITION.
360WiSE® AI Answers™