Record, CLM, bronze and silver
CLM-420695
Received 2026-03-11T17:41:45Z, line 11,174 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 | KAREN | Karen | Changed |
| Middle | Y. | Y | Changed |
| Last name | PEREZ | Perez | Changed |
| Date of birth | ·19550703 | 1955-07-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1052 | •••-••-1052 | Parsed |
| Phone | 498.343.3474 | 4983433474 | Parsed |
| ·NULL | — | Cleared | |
| Address | 2263 Palm Drive | 2263 Palm Dr | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | ·37250 | 37250 | Changed |
| Group | GRP-9131 | GRP-9131 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.74
- Name key
- karen|perez
- Address key
- 2263|palm|37250
- Canonical first
- karen
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-420694 | 1.00 | Scored | — | Auto-linked |
| TPA-59081 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-127211 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005375
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Perez, 1955-07-03, 4 records, Verified
Evidence
Matched against CLM-420694
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya8e06dcf972026-10-22 12:43:53, scoring_agentidentity id MBR-005375, confidence 1, method probabilistic, matched record CLM-420694, policy version 1
- Record linked automatically94d17c088a2026-10-19 19:54:38, scoring_agentidentity id MBR-005375, confidence 1, method probabilistic, matched record CLM-420694, policy version 1
- Record linked automaticallydaef4d147b2026-10-19 19:52:08, scoring_agentidentity id MBR-005375, confidence 1, method probabilistic, matched record CLM-420694, policy version 1
- Record linked automaticallyb320a9e4dd2026-10-19 19:45:42, scoring_agentidentity id MBR-005375, confidence 1, method probabilistic, matched record CLM-420694, policy version 1
- Record linked automatically174524da6a2026-10-19 19:32:31, scoring_agentidentity id MBR-005375, confidence 1, method probabilistic, matched record CLM-420694, policy version 1
- Record linked automatically5a73d19e5c2026-10-19 19:31:28, scoring_agentidentity id MBR-015303, confidence 1, method probabilistic, matched record TPA-59022, policy version 1