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Entity Resolution

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Graph Database vs Vector Database: What Enterprise AI Actually Needs
Entity Resolution, Finance, Graph + AI
Mon 8 Jun 2026
Graph vs Vector Databases: Why Enterprise AI Needs Both Similarity and Context
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A graphic shows a stable entity with a shield icon in blue, a fragile entity with a warning icon in orange, and a risk alert connecting them. Text reads: Why Entity Resolution Risk Scoring Needs Graph. TigerGraph logo is at the top left.
Entity Resolution, Fraud / Anti-Money Laundering, Graph Databases
Fri 10 Apr 2026
Why Entity Resolution Risk Scoring Needs Graph
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Diagram showing two records (A and B) with similar info linked to a merged ID. Network nodes connect the records, illustrating how explainability in entity resolution decisions shows why records were linked or merged.
Entity Resolution, Fraud / Anti-Money Laundering
Fri 10 Apr 2026
Explainability in Entity Resolution Decisions Shows Why Records Were Linked or Merged
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Infographic titled How Over-Resolved Entities Suppress Alerts shows user icons linked to institutions with alert symbols, merging into overlapping circles labeled Multiple Signals. TigerGraph logo is at the top left.
Entity Resolution, Fraud / Anti-Money Laundering, Graph Databases
Thu 9 Apr 2026
How Over-Resolved Entities Suppress Alerts 
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Three clipboard icons with question marks and warning symbols are connected by arrows, representing unresolved cases. The background features a blue gradient and network lines, with the text: Repeat Investigations Signal Entity Resolution Failures That Inflate Casework.
Entity Resolution, Fraud / Anti-Money Laundering, Graph Databases
Thu 9 Apr 2026
Repeat Investigations Signal Entity Resolution Failures That Inflate Casework
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Diagram illustrating temporal conflicts in entity resolution, showing connections between past, present, and future events, warning icons, and conflicting information between entities. TigerGraph logo and title appear at the bottom.
Entity Resolution, Fraud / Anti-Money Laundering, Graph Databases
Thu 9 Apr 2026
Why Temporal Conflicts in Entity Resolution Cause Chaos
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An infographic by TigerGraph shows two networks: one with duplicate and fragmented records, and another with unified, complete identities, illustrating how graph technology resolves broken entity resolution.
Entity Resolution, Fraud / Anti-Money Laundering, Graph Databases
Wed 8 Apr 2026
Entity Resolution is Broken & Here’s How Graph Fixes it
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An infographic comparing traditional machine learning, shown with isolated icons, to graph-based machine learning, shown with connected network nodes. Text reads: Think You Understand Machine Learning? Try It with Graphs. TigerGraph logo top left.
Entity Resolution, Fraud / Anti-Money Laundering, Machine Learning / AI
Wed 8 Apr 2026
Think You Understand Machine Learning? Try it with Graphs
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A middle-aged man with short gray hair, wearing a dark suit, light blue shirt, and yellow patterned tie, smiling slightly while looking at the camera, in a softly lit indoor setting.
Entity Resolution, Fraud / Anti-Money Laundering
Tue 17 Mar 2026
TigerGraph Welcomes Rohit Chauhan, Former Mastercard EVP of AI & Fraud, as Strategic Advisor
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Infographic by TigerGraph showing how Entity Resolution Gaps in Fraud and AML Detection cause duplicate identities and coverage gaps, illustrated with network diagrams, magnifying glass, and caution icons. Text highlights graph search benefits.
Entity Resolution, Fraud / Anti-Money Laundering
Thu 26 Feb 2026
When Entity Resolution Stops Short, Graph Search Exposes Duplicate Networks and Coverage Gaps
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A flowchart with blue circles shows Entity A linked to an Owner, who is then linked to a Sanctioned Entity. Text reads: Proximity Risk in KYC and KYB: Why Second-Degree Connections Change the Outcome. TigerGraph logo at top left.
Entity Resolution, KYC risk assessment, Risk and Fraud Analytics
Thu 19 Feb 2026
Proximity Risk in KYC and KYB: Why Second-Degree Connections Change the Outcome
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A TigerGraph-branded graphic shows two diagrams of connected user icons with alert symbols, a magnifying glass, and an institution icon, illustrating how graph technology improves remediation and entity resolution.
Entity Resolution, Fraud / Anti-Money Laundering
Thu 12 Feb 2026
How Graph Fixes the Remediation Loop Impacting Entity Resolution
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A network diagram shows entities connected by lines with an alert icon at merged entities. Text reads Distorted network, Misrouted exposure, Wrong hierarchy and title: How Small Relationship Errors Create Big Entity Resolution Failures.
Entity Resolution, Fraud / Anti-Money Laundering
Tue 10 Feb 2026
How Small Relationship Errors Create Big Entity Resolution Failures
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A flowchart from TigerGraph shows four stages: Onboarding, Active, Dormant, and Reactivated, with arrows between icons and warnings about invalid merges. Text below reads: Preventing Entity Resolution Merges That Ignore Lifecycle Evolution.
Entity Resolution, Fraud / Anti-Money Laundering
Thu 5 Feb 2026
Preventing Entity Resolution Merges That Ignore Lifecycle Evolution
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A diagram from TigerGraph shows entities linked by dotted lines between past, time, and future, with warning icons and conflicting resolution, illustrating temporal conflicts in entity resolution. Text reads: Why Temporal Conflicts in Entity Resolution Cause Chaos.
Entity Resolution
Tue 3 Feb 2026
Why Temporal Conflicts in Entity Resolution Cause Chaos
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