Record, CLM, bronze and silver
CLM-417848
Received 2026-01-05T17:57:21Z, line 62,885 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 | Sean | Sean | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Castro·· | Castro | Changed |
| Date of birth | 1973-07-25 | 1973-07-25 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 19756356992 | 9756356992 | Parsed |
| NULL | — | Cleared | |
| Address | 9846 Bayshore Drive | 9846 Bayshore Dr | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | ·GRP-7828 | GRP-7828 | Changed |
| Plan | N/A | — | Cleared |
- Quality score
- 0.62
- Name key
- sean|castro
- Address key
- 9846|bayshore|tampa
- Canonical first
- sean
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-123462 | 0.94 | Scored | — | Auto-linked |
| CLM-417847 | 0.94 | Scored | — | Auto-linked |
| CLM-417846 | 0.93 | Scored | — | Auto-linked |
| TPA-57873 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001542
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Sean Castro, 1973-07-25, 5 records, Verified
Evidence
Matched against ENR-123462
| 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 automatically2bd78c3b472026-10-19 19:54:38, scoring_agentidentity id MBR-001542, confidence 0.937, method probabilistic, matched record ENR-123462, policy version 1
- Record linked automaticallya70157af6c2026-10-19 19:52:08, scoring_agentidentity id MBR-001542, confidence 0.937, method probabilistic, matched record ENR-123462, policy version 1
- Record linked automatically4099d9b3e22026-10-19 19:45:41, scoring_agentidentity id MBR-001542, confidence 0.937, method probabilistic, matched record ENR-123462, policy version 1
- Record linked automaticallyafe71b7c2e2026-10-19 19:32:31, scoring_agentidentity id MBR-001542, confidence 0.937, method probabilistic, matched record ENR-123462, policy version 1
- Record linked automaticallyf19fb1856c2026-10-19 19:31:28, scoring_agentidentity id MBR-035565, confidence 1, method probabilistic, matched record TPA-57801, policy version 1