Record, CLM, bronze and silver
CLM-406575
Received 2026-07-17T08:53:48Z, line 23,862 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 | JUSTIN | Justin | Changed |
| Middle | G | G | Unchanged |
| Last name | COOPER | Cooper | Changed |
| Date of birth | 1991-11-81 | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-3038 | •••-••-3038 | Unchanged |
| Phone | 2288619677 | 2288619677 | Unchanged |
| UNKNOWN·· | — | Cleared | |
| Address | 7406 SPRING ST | 7406 Spring St | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33143 | 33143 | Unchanged |
| Group | null | — | Cleared |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.66
- Name key
- justin|cooper
- Address key
- 7406|spring|33143
- Canonical first
- justin
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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 |
|---|---|---|---|---|
| ENR-108623 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033265
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Justin Cooper, 1991-11-18, 2 records, Verified
Evidence
Matched against ENR-108623
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically214b8f1eea2026-10-22 12:43:55, scoring_agentidentity id MBR-033265, confidence 1, method probabilistic, matched record ENR-108623, policy version 1
- Record linked automatically05a8d7c45d2026-10-19 19:54:38, scoring_agentidentity id MBR-033265, confidence 1, method probabilistic, matched record ENR-108623, policy version 1
- Record linked automatically25e8a0ce772026-10-19 19:52:09, scoring_agentidentity id MBR-033265, confidence 1, method probabilistic, matched record ENR-108623, policy version 1
- Record linked automaticallybf703486802026-10-19 19:45:42, scoring_agentidentity id MBR-033265, confidence 1, method probabilistic, matched record ENR-108623, policy version 1
- Record linked automaticallya3ccf184fd2026-10-19 19:32:31, scoring_agentidentity id MBR-033265, confidence 1, method probabilistic, matched record ENR-108623, policy version 1
- Record linked automaticallyc385650b9c2026-10-19 19:31:28, scoring_agentidentity id MBR-019007, confidence 1, method probabilistic, matched record CLM-406576, policy version 1