Record, CLM, bronze and silver
CLM-416901
Received 2026-06-01T00:30:05Z, line 10,631 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 | ·Michelle | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | Andrews | Andrews | Unchanged |
| Date of birth | 24-08-1993 | 1993-08-24 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-95441-15 | UHC-95441-15 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 237-787-1199·· | 2377871199 | Parsed |
| MICHELLE.ANDREWS@ICLOUD.COM | michelle.andrews@icloud.com | Changed | |
| Address | 6315 Highland Avenue | 6315 Highland Ave | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32874 | 32874 | Unchanged |
| Group | GRP-0188 | GRP-0188 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- michelle|andrews
- Address key
- 6315|highland|32874
- Canonical first
- michelle
Quality flags
8 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
- Email lower-casedEmail lower-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-57456 | 1.00 | Scored | — | Auto-linked |
| CLM-416903 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416902 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25005 | 0.94 | Scored | — | Auto-linked |
| TPA-57455 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014702
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Andrews, 1993-08-24, 5 records, Verified
Evidence
Matched against TPA-57456
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically71b712387b2026-10-19 19:54:38, scoring_agentidentity id MBR-014702, confidence 1, method probabilistic, matched record TPA-57456, policy version 1
- Record linked automaticallya5bd9a442d2026-10-19 19:52:09, scoring_agentidentity id MBR-014702, confidence 1, method probabilistic, matched record TPA-57456, policy version 1
- Record linked automatically836cd6877b2026-10-19 19:45:42, scoring_agentidentity id MBR-014702, confidence 1, method probabilistic, matched record TPA-57456, policy version 1
- Record linked automatically2af120c1742026-10-19 19:32:31, scoring_agentidentity id MBR-014702, confidence 1, method probabilistic, matched record TPA-57456, policy version 1
- Record linked automatically63850073f62026-10-19 19:31:28, scoring_agentidentity id MBR-020927, confidence 0.993, method probabilistic, matched record ENR-122110, policy version 1