TI Map IP entity to Network Session Events (ASIM Network Session schema)

Original query, unchanged.

let dt_lookBack = 1h;
let ioc_lookBack = 14d;
let IP_TI = materialize (
  ThreatIntelIndicators
  //extract key part of kv pair
     | extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
     | where IndicatorType in ("ipv4-addr", "ipv6-addr", "network-traffic")
     | extend NetworkSourceIP = toupper(ObservableValue)
     | extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
  | where TimeGenerated >= ago(ioc_lookBack)
  | extend TI_ipEntity = NetworkSourceIP
  | where TI_ipEntity != "NO_IP"
  | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id, ObservableValue
  | where IsActive and (ValidUntil > now() or isempty(ValidUntil))
);
IP_TI
   | project-reorder *, Tags, TrafficLightProtocolLevel, NetworkSourceIP, Type, TI_ipEntity
  // 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 
 (
   _Im_NetworkSession (starttime=ago(dt_lookBack))
   | where isnotempty(SrcIpAddr)
   | summarize imNWS_mintime=min(TimeGenerated), imNWS_maxtime=max(TimeGenerated) by SrcIpAddr, DstIpAddr, Dvc, EventProduct, EventVendor 
   | lookup (IP_TI | project TI_ipEntity, IsActive) on $left.SrcIpAddr == $right.TI_ipEntity
   | project-rename SrcMatch = IsActive
   | lookup (IP_TI | project TI_ipEntity, IsActive) on $left.DstIpAddr == $right.TI_ipEntity
   | project-rename DstMatch = IsActive
   | where SrcMatch or DstMatch
   | extend 
       IoCIP = iff(SrcMatch, SrcIpAddr, DstIpAddr),
       IoCDirection = iff(SrcMatch, "Source", "Destination")
 )on $left.TI_ipEntity == $right.IoCIP
 | where imNWS_mintime < ValidUntil
 | extend Description = tostring(parse_json(Data).description)
 | extend ActivityGroupNames = extract(@"ActivityGroup:(\S+)", 1, tostring(parse_json(Data).labels))
 | project imNWS_mintime, imNWS_maxtime, Description, ActivityGroupNames, Id, Type, ValidUntil, Confidence, SrcIpAddr, DstIpAddr, IoCDirection, IoCIP, Dvc, EventVendor, EventProduct