TI Map URL Entity to SecurityAlert Data

Original query, unchanged.

let dt_lookBack = 1h;
let ioc_lookBack = 14d;
let URLRegex = "((https?|ftp|ldap|wss?|file):\\/\\/(([\\:\\%\\w\\_\\-]+(\\.|@))*((xn--)?[a-zA-Z0-9\\-]+\\.)+(xn--[a-z0-9]+|[A-Za-z]+)|\\d{1,3}\\.\\d{1,3}\\.\\d{1,3}\\.\\d{0,3})[.,:\\w@?^=%&\\/~+#-]*[\\w@?^=%&\\/~+#-])";
let SecurityEvents = materialize( SecurityAlert
  | where TimeGenerated >= ago(dt_lookBack)
  | extend MSTI = case(AlertName has "TI map" and VendorName == "Microsoft" and ProductName == 'Azure Sentinel', true, false)
  | where MSTI == false
  | mv-expand Entity = parse_json(Entities)
  | extend RawUrl = coalesce(Entity.Url, Entity.Urls)
  | mv-expand RawUrl
  | extend Url = tostring(RawUrl)
  | extend Compromised_Host = tostring(parse_json(ExtendedProperties).["Compromised Host"])
  | extend Alert_TimeGenerated = TimeGenerated);
let EventUrls = materialize(SecurityEvents | distinct Url | summarize make_list(Url));
ThreatIntelIndicators
//extract key part of kv pair
| extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
| where IndicatorType == "url"
| extend Url = ObservableValue
| extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
| where TimeGenerated >= ago(ioc_lookBack)
| where tolower(Url) in (EventUrls)
| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id, ObservableValue
| where IsActive and (ValidUntil > now() or isempty(ValidUntil))
| extend Description = tostring(parse_json(Data).description)
| where Description !contains_cs "State: inactive;" and Description !contains_cs "State: falsepos;" 
 | project-reorder *, Tags, TrafficLightProtocolLevel, Url, Type
// using innerunique to keep perf fast and result set low, we only need one match to indicate potential malicious activity that needs to be investigated
| join kind=innerunique (SecurityEvents) on Url
| where Alert_TimeGenerated < ValidUntil
| extend Description = tostring(parse_json(Data).description)
| extend ActivityGroupNames = extract(@"ActivityGroup:(\S+)", 1, tostring(parse_json(Data).labels))
| summarize Alert_TimeGenerated = arg_max(Alert_TimeGenerated, *) by Id, AlertName
| project timestamp = Alert_TimeGenerated, ActivityGroupNames, Id, Type, ValidUntil, Confidence, AlertName, AlertSeverity, Description, Url, Compromised_Host