Record, CLM, bronze and silver

CLM-403694

Received 2026-02-13T07:53:47Z, line 59,219 of the CLM feed

CLMRule

Bronze vs silver

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

Field	Bronze (as received)	Silver (normalised)	Change
First name	Ramirez, Janice	Janice	Changed
Middle	—	—	Unchanged
Last name	····	Ramirez	Changed
Date of birth	1973-02-17	1973-02-17	Unchanged
Gender	M	M	Unchanged
Member ID	UHC-60736-65	UHC-60736-65	Unchanged
SSN	•••-••-5284	•••-••-5284	Unchanged
Phone	3376732	—	Cleared
Email	N/A	—	Cleared
Address	4673 Sunset Blvd	4673 Sunset Blvd	Unchanged
City	Eden Prairie	Eden Prairie	Unchanged
State	MN	MN	Unchanged
ZIP	55358	55358	Unchanged
Group	GRP-4974	GRP-4974	Unchanged
Plan	MEDICARE-ADV-A··	MEDICARE-ADV-A	Changed

4 raised during normalisation

Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
Phone missing area codePhone had only seven digits (no area code); cleared
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-21040	0.99	Rule	D1 member id + dob exact	Auto-linked
PRV-21039	0.99	Rule	D1 member id + dob exact	Auto-linked
TPA-51603	0.93	Scored	—	Auto-linked
TPA-51602	0.81	Scored	—	Sent to steward
TPA-51601	0.81	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Janice Ramirez, 1973-02-17, 4 records, Verified

Evidence

Matched against PRV-21040

Field	Similarity	Weight	Note
Name	1.00	3.0
Date of birth	1.00	3.0	exact
Member ID	1.00	4.0
SSN (last four)	1.00	2.5
Address	1.00	2.0	exact

6 hash-chained entries for this record

Record linked automatically32228918da
2026-10-22 12:43:54, matching_agent
identity id MBR-012717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21040
Record linked automatically4e175962e9
2026-10-19 19:54:38, matching_agent
identity id MBR-012717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21040
Record linked automatically5c058bf0bd
2026-10-19 19:52:09, matching_agent
identity id MBR-012717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21040
Record linked automatically1c2237f202
2026-10-19 19:45:42, matching_agent
identity id MBR-012717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21040
Record linked automatically5501b4c977
2026-10-19 19:32:31, matching_agent
identity id MBR-012717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21040
Record linked automatically87d9c97d74
2026-10-19 19:31:28, scoring_agent
identity id MBR-021803, confidence 1, method probabilistic, matched record TPA-51663, policy version 1