Record, CLM, bronze and silver

CLM-408076

Received 2026-10-07T05:37:50Z, line 36,127 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	Espinoza, Thomas	Thomas	Changed
Middle	····	—	Unchanged
Last name	····	Espinoza	Changed
Date of birth	1890-07-04	—	Cleared
Gender	Female	F	Parsed
Member ID	UHC-83698-81	UHC-83698-81	Unchanged
SSN	—	—	Unchanged
Phone	N/A	—	Cleared
Email	thomas.espinoza@aol.com	thomas.espinoza@aol.com	Unchanged
Address	N/A	—	Cleared
City	-	—	Cleared
State	—	—	Unchanged
ZIP	—	—	Unchanged
Group	—	—	Unchanged
Plan	—	—	Unchanged

5 raised during normalisation

Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
Gender normalisedGender mapped to F or M from a longer or variant value
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
ENR-110638	0.96	Rule	D3 member id + name	Auto-linked
CLM-408077	0.96	Rule	D3 member id + name	Auto-linked
PRV-22380	0.96	Rule	D3 member id + name	Auto-linked

Linked 2026-10-22 12:43:43

Golden record: Thomas Espinoza, 1980-07-04, 5 records, Verified

Evidence

Matched against ENR-110638

Field	Similarity	Weight
Name	1.00	3.0
Member ID	1.00	4.0
Email	1.00	1.5

6 hash-chained entries for this record

Record linked automatically31ec9510ca
2026-10-22 12:43:54, matching_agent
identity id MBR-014226, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-110638
Record linked automatically0e87c8fab8
2026-10-19 19:54:38, matching_agent
identity id MBR-014226, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-110638
Record linked automatically96e8d71b8b
2026-10-19 19:52:09, matching_agent
identity id MBR-014226, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-110638
Record linked automaticallye3d16df7be
2026-10-19 19:45:42, matching_agent
identity id MBR-014226, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-110638
Record linked automatically3b658437ad
2026-10-19 19:32:31, matching_agent
identity id MBR-014226, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-110638
Record linked automatically28a28004c8
2026-10-19 19:31:28, scoring_agent
identity id MBR-003687, confidence 0.984, method probabilistic, matched record ENR-110587, policy version 1