Record, CLM, bronze and silver
CLM-432448
Received 2026-06-26T09:14:37Z, line 26,258 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 | Cooper, Christina | Christina | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Cooper | Changed |
| Date of birth | 05/08/1958 | 1958-05-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC0866019 | UHC-08660-19 | Parsed |
| SSN | •••-••-3830 | •••-••-3830 | Unchanged |
| Phone | (794) 930-4045 | 7949304045 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6821 SAGE COURT | 6821 Sage Ct | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33179 | 33179 | Unchanged |
| Group | GRP-0479 | GRP-0479 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- christina|cooper
- Address key
- 6821|sage|33179
- Canonical first
- christina
Quality flags
7 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 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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 |
|---|---|---|---|---|
| TPA-64311 | 1.00 | Scored | — | Auto-linked |
| CLM-432447 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007497
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Christina Cooper, 1958-05-08, 3 records, Verified
Evidence
Matched against TPA-64311
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2ec8cd4e092026-10-19 19:54:38, scoring_agentidentity id MBR-007497, confidence 1, method probabilistic, matched record TPA-64311, policy version 1
- Record linked automatically0bc877cb5f2026-10-19 19:52:09, scoring_agentidentity id MBR-007497, confidence 1, method probabilistic, matched record TPA-64311, policy version 1
- Record linked automatically4724c2843a2026-10-19 19:45:42, scoring_agentidentity id MBR-007497, confidence 1, method probabilistic, matched record TPA-64311, policy version 1
- Record linked automatically30f62702e82026-10-19 19:32:31, scoring_agentidentity id MBR-007497, confidence 1, method probabilistic, matched record TPA-64311, policy version 1
- Record linked automaticallydfc7f81ac32026-10-19 19:31:28, scoring_agentidentity id MBR-031028, confidence 1, method probabilistic, matched record CLM-432445, policy version 1