Record, CLM, bronze and silver

CLM-410847

Received 2026-10-03T17:06:12Z, line 35,698 of the CLM feed

CLMScored

Bronze vs silver

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

Field	Bronze (as received)	Silver (normalised)	Change
First name	CAROLYN	Carolyn	Changed
Middle	—	—	Unchanged
Last name	WONG	Wong	Changed
Date of birth	01/09/1977	1977-01-09	Parsed
Gender	F	F	Unchanged
Member ID	NULL	—	Cleared
SSN	—	—	Unchanged
Phone	N/A	—	Cleared
Email	UNKNOWN··	—	Cleared
Address	2259 Highland Ave	2259 Highland Ave	Unchanged
City	·SACRAMENTO	Sacramento	Changed
State	CA	CA	Unchanged
ZIP	95840	95840	Unchanged
Group	—	—	Unchanged
Plan	OPTIONS-PPO	OPTIONS-PPO	Unchanged

5 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
City re-casedCity re-cased to Title Case
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-23139	1.00	Scored	—	Auto-linked
CLM-410848	1.00	Scored	—	Auto-linked
ENR-114233	1.00	Scored	—	Auto-linked
TPA-54758	1.00	Scored	—	Auto-linked

Linked 2026-10-19 19:54:36

Golden record: Carolyn Wong, 1977-01-09, 5 records, Verified

Evidence

Matched against PRV-23139

Field	Similarity	Weight	Note
Name	1.00	3.0
Date of birth	1.00	3.0	exact
Address	1.00	2.0	exact

5 hash-chained entries for this record

Record linked automatically8432a4fa56
2026-10-19 19:54:38, scoring_agent
identity id MBR-017617, confidence 1, method probabilistic, matched record PRV-23139, policy version 1
Record linked automatically87b4e50a46
2026-10-19 19:52:09, scoring_agent
identity id MBR-017617, confidence 1, method probabilistic, matched record PRV-23139, policy version 1
Record linked automatically76e9e26f1d
2026-10-19 19:45:42, scoring_agent
identity id MBR-017617, confidence 1, method probabilistic, matched record PRV-23139, policy version 1
Record linked automaticallyb74465f57e
2026-10-19 19:32:31, scoring_agent
identity id MBR-017617, confidence 1, method probabilistic, matched record PRV-23139, policy version 1
Record linked automatically882498ba0b
2026-10-19 19:31:28, matching_agent
identity id MBR-025776, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54800