Data 360 Consultant Identity Resolution Practice Test 4 — 15 Questions

Question 1

Which type of object must be mapped before an identity resolution match rule can evaluate telephone numbers?

Accepted Answer

Contact Point Phone DMO. Contact Point Phone DMO must be mapped to evaluate telephone numbers in identity resolution match rules.

Answer

Individual DMO Address Object

Answer

Unified Link Individual DMO

Answer

Contact Point Email DMO

Question 2

A consultant is reviewing identity resolution metrics and sees the metric 'Total Unified Individuals'. What does this metric represent?

Accepted Answer

The total number of unique, consolidated individual profiles generated by the ruleset.. Total Unified Individuals represents the count of unique, consolidated profile records resulting from the identity resolution ruleset execution.

Answer

The number of activation targets successfully configured.

Answer

The total number of segments created in the data space.

Answer

The total number of raw source records ingested across all data streams.

Question 3

An architect is designing an identity resolution strategy for an organization with frequent record updates and high data velocity. The business requires unified profiles to reflect changes as close to real-time as possible. What should the architect keep in mind regarding identity resolution processing?

Accepted Answer

Identity resolution rulesets execute via batch processing jobs on a scheduled or manual basis, rather than real-time continuous streaming.. Identity resolution rulesets run as batch processes rather than continuous streaming events.

Answer

Real-time identity resolution requires configuring an external Apache Kafka streaming cluster.

Answer

Batch processing for identity resolution can only be executed once per calendar year.

Answer

Identity resolution runs continuously in real-time for every single streaming data ingestion event without exception.

Question 4

A consultant is configuring reconciliation rules and notices that for the Email attribute, multiple valid emails exist across source records. How does Data Cloud handle multiple contact points (like emails or phones) on a unified profile?

Accepted Answer

Related contact points are linked to the unified individual, allowing multiple valid emails or phones to be associated with a single unified profile.. While reconciliation rules dictate survivorship for single attributes on the unified profile object itself, related contact point DMOs retain associated contact points linked to the unified individual.

Answer

Reconciliation rules automatically merge all email addresses into a single concatenated text string.

Answer

All secondary emails are permanently deleted, leaving only the primary reconciled email.

Answer

Data Cloud rejects ingestion of any email address after the first one is processed.

Question 5

What is the function of the Identity Resolution Ruleset wizard in Salesforce Data Cloud?

Accepted Answer

To guide administrators through creating and configuring match and reconciliation rules for unified profiles.. The Identity Resolution Ruleset wizard guides the user step-by-step through selecting match rules, reconciliation rules, and target objects.

Answer

To construct marketing segments and publish them to activation targets.

Answer

To write SQL queries for Calculated Insights.

Answer

To provision new data spaces and assign user licenses.

Question 6

A consultant is configuring reconciliation rules and wants to ensure that for customer postal addresses, the address string with the greatest length is kept on the unified profile. Which reconciliation rule should be selected?

Accepted Answer

Longest String. The 'Longest String' reconciliation rule compares values for a field and keeps the one with the greatest string length. For postal addresses, this rule ensures the most complete, detailed address string is retained on the unified profile, which is exactly the requirement.

Answer

Most Recent

Answer

Highest Frequency

Answer

Source Sequence

Question 7

During an implementation review, a consultant notices that multiple identity resolution rulesets have been created within a single data space, leading to conflicting unified profiles and redundant processing. What is the Salesforce-recommended best practice for ruleset architecture?

Accepted Answer

Consolidate into a single, comprehensive identity resolution ruleset per data space containing all required match rules and reconciliation rules.. Salesforce best practice recommends maintaining a single, well-structured identity resolution ruleset per data space containing all necessary match and reconciliation rules to avoid conflicts and redundancy.

Answer

Assign each match rule to a separate data space automatically.

Answer

Disable all rulesets and rely exclusively on Calculated Insights for matching.

Answer

Create one ruleset per data stream to ensure isolated processing.

Question 8

What is the primary function of the Identity Resolution Ruleset run history in Salesforce Data Cloud?

Accepted Answer

To view execution status, timestamps, record counts, and logs for past ruleset runs.. Run history provides visibility into execution status, timestamps, record counts, and error logs for identity resolution jobs.

Answer

To deploy segmentation activation targets.

Answer

To configure OAuth credentials for Marketing Cloud.

Answer

To manually edit source SQL queries for data stream transformations.

Question 9

A consultant is configuring a match rule using Exact Name and Exact Email. How does Data Cloud evaluate multiple rules within the same ruleset?

Accepted Answer

Multiple match rules within a ruleset are evaluated with OR logic, meaning records matching any of the active match rules will be linked.. Within an identity resolution ruleset, multiple match rules are evaluated using an OR condition logic (if a record matches Rule A OR Rule B, they are linked into the same cluster).

Answer

Multiple match rules require strict AND logic, meaning all rules must match simultaneously for records to link.

Answer

Match rules execute sequentially where failing the first rule deletes the record.

Answer

Only the first match rule in the list is executed; subsequent rules are ignored.

Question 10

An organization implementing Data Cloud notices that unified profiles are missing engagement data from mobile push notifications. Upon inspection, the consultant finds that the mobile engagement DMOs are not linked to the Unified Individual. What is the required configuration to ensure mobile engagement data connects to the unified profile?

Accepted Answer

Ensure the mobile engagement DMOs have proper foreign key mappings pointing to the Individual DMO so that the Unified Link object can bridge them.. Engagement DMOs link to unified profiles through foreign key relationships pointing to the Individual ID / Unified Individual ID established during identity resolution and data modeling.

Answer

Create a calculated insight that manually injects engagement logs into the Unified Individual table.

Answer

Configure an activation target specifically for mobile push notifications.

Answer

Change the reconciliation rule from Most Recent to Source Sequence.

Question 11

An administrator observes that after adding a new Fuzzy Email match rule to an existing ruleset, the Identity Resolution batch job fails with a system memory/timeout exception. What is the most appropriate troubleshooting step?

Accepted Answer

Remove or refine the newly added fuzzy match rule to reduce computational complexity and prevent Cartesian explosion during matching.. Fuzzy email matching on massive datasets without proper scoping can cause performance bottlenecks. Reviewing and refining match criteria or breaking down large rulesets is necessary.

Answer

Increase data stream ingestion frequency from hourly to real-time.

Answer

Restart the core Salesforce CRM production server.

Answer

Switch the reconciliation rule to Highest Frequency.

Question 12

What is the primary output of executing an Identity Resolution ruleset?

Accepted Answer

Unified individual profiles and unified link records.. The primary output of identity resolution is the creation and updating of Unified Individual profiles and their corresponding Unified Link objects.

Answer

Calculated insight KPI tables.

Answer

External S3 activation files.

Answer

Cleanse data transform log files.

Question 13

A consultant is designing identity resolution for an organization that receives customer data from both a B2C retail app and a B2B corporate portal. The client wants separate unified profile structures for consumers versus business buyers. How should this be structured in Data Cloud?

Accepted Answer

Partition the B2C and B2B data into separate data spaces and configure dedicated identity resolution rulesets for each space.. Different profile structures or distinct business domains with strict separation requirements should be partitioned into separate data spaces, each housing its own identity resolution ruleset.

Answer

Create a single ruleset with conflicting match rules to automatically separate them.

Answer

Map both B2C and B2B data streams to the same exact unmapped DLO without data transforms.

Answer

Use Calculated Insights to delete B2B profiles from the B2C unified individual table.

Question 14

Which user permission or role is typically required to create and configure an Identity Resolution ruleset in Salesforce Data Cloud?

Accepted Answer

Data Cloud Admin or Data Cloud Consultant permission set.. Configuring identity resolution requires administrative access within Data Cloud, such as Data Cloud Admin or Data Cloud Consultant permissions.

Answer

System Administrator in core CRM without Data Cloud permission sets.

Answer

Salesforce CRM Read-Only profile.

Answer

Standard Marketing Cloud User permission.

Question 15

A consultant is configuring identity resolution and wants to ensure that exact phone matching takes country code formatting differences into account. How does Data Cloud handle phone number matching?

Accepted Answer

Data Cloud normalizes phone numbers into a standard international format during ingestion and mapping before evaluating exact phone rules.. Data Cloud normalizes phone numbers into a standard international format during ingestion and mapping, before exact phone match rules are evaluated. This means formatting differences such as spaces, dashes, parentheses, and country code prefixes are reconciled so that two records with the same underlying number match. The normalization step is part of the data preparation pipeline, not something the match rule itself performs.

Answer

Phone match rules require exact string matches without any prior formatting normalization.

Answer

Phone matching requires manual Apex code to strip country codes.

Answer

Phone matching only evaluates the last 4 digits of the phone string.