Record, CLM, bronze and silver
CLM-409230
Received 2026-05-08T22:50:06Z, line 55,976 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 | Joe | Joe | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Castillo | Castillo | Unchanged |
| Date of birth | 06-02-1971 | 1971-02-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-1830 | •••-••-1830 | Unchanged |
| Phone | 624-594-8061 | 6245948061 | Parsed |
| — | — | Unchanged | |
| Address | 4630 CHURCH STREET | 4630 Church St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | — | — | Unchanged |
| Group | ·UNKNOWN | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- joseph|castillo
- Address key
- 4630|church|tampa
- Canonical first
- joseph
Quality flags
6 raised during normalisation
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-409229 | 0.94 | Scored | — | Auto-linked |
| ENR-112161 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007770
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Joe Castillo, 1971-02-06, 3 records, Verified
Evidence
Matched against CLM-409229
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically11ff2ab9722026-10-19 19:54:38, scoring_agentidentity id MBR-007770, confidence 0.937, method probabilistic, matched record CLM-409229, policy version 1
- Record linked automaticallyf91fb27c222026-10-19 19:52:09, scoring_agentidentity id MBR-007770, confidence 0.937, method probabilistic, matched record CLM-409229, policy version 1
- Record linked automaticallya71dda806b2026-10-19 19:45:42, scoring_agentidentity id MBR-007770, confidence 0.937, method probabilistic, matched record CLM-409229, policy version 1
- Record linked automaticallye9850973d02026-10-19 19:32:31, scoring_agentidentity id MBR-007770, confidence 0.937, method probabilistic, matched record CLM-409229, policy version 1
- Record linked automatically5e24cac6f82026-10-19 19:31:28, scoring_agentidentity id MBR-001917, confidence 1, method probabilistic, matched record CLM-409232, policy version 1