Record, CLM, bronze and silver

CLM-410482

Received 2026-09-08T21:08:49Z, line 18,400 of the CLM feed

CLMSingle record

Bronze vs silver

Field by field: what arrived, what normalisation produced, and whether anything changed

Field	Bronze (as received)	Silver (normalised)	Change
First name	Bishop, Sean	Sean	Changed
Middle	—	—	Unchanged
Last name	—	Bishop	Changed
Date of birth	1972-02-13	1972-02-13	Unchanged
Gender	F	F	Unchanged
Member ID	null	—	Cleared
SSN	—	—	Unchanged
Phone	—	—	Unchanged
Email	UNKNOWN	—	Cleared
Address	-	—	Cleared
City	··	—	Unchanged
State	NULL	—	Cleared
ZIP	—	—	Unchanged
Group	GRP-6098	GRP-6098	Unchanged
Plan	—	—	Unchanged

3 raised during normalisation

Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty

Every scored comparison involving this record, highest score first

Other record	Score	Method	Rule	Decision
PRV-23024	0.83	Scored	—	Sent to steward
CLM-410483	0.83	Scored	—	Sent to steward
ENR-113762	0.83	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Sean Bishop, 1972-02-13, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically22c41f20e4
2026-10-19 19:31:28, scoring_agent
identity id MBR-014006, confidence 1, method probabilistic, matched record CLM-410481, policy version 1