Record, CLM, bronze and silver
CLM-407214
Received 2026-09-09T09:42:03Z, line 2,171 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 | KIMBERLY | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | MUNOZ | Munoz | Changed |
| Date of birth | 2007-12-22 | 2007-12-22 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5212 Spring Street | 5212 Spring St | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32237-3312 | 32237 | Changed |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- kimberly|munoz
- Address key
- 5212|spring|32237
- Canonical first
- kimberly
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-407213 | 1.00 | Scored | — | Auto-linked |
| PRV-22133 | 1.00 | Scored | — | Auto-linked |
| ENR-109420 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033665
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Munoz, 2007-12-22, 5 records, Verified
Evidence
Matched against CLM-407213
| 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 automatically33bd8dbe532026-10-19 19:54:38, scoring_agentidentity id MBR-033665, confidence 1, method probabilistic, matched record CLM-407213, policy version 1
- Record linked automatically9f464e16622026-10-19 19:52:09, scoring_agentidentity id MBR-033665, confidence 1, method probabilistic, matched record CLM-407213, policy version 1
- Record linked automaticallyb946bac84e2026-10-19 19:45:42, scoring_agentidentity id MBR-033665, confidence 1, method probabilistic, matched record CLM-407213, policy version 1
- Record linked automatically67f690a0c62026-10-19 19:32:31, scoring_agentidentity id MBR-033665, confidence 1, method probabilistic, matched record CLM-407213, policy version 1
- Record linked automaticallyd7ff139f282026-10-19 19:31:28, scoring_agentidentity id MBR-030116, confidence 1, method probabilistic, matched record TPA-53179, policy version 1