Record, CLM, bronze and silver
CLM-417805
Received 2026-01-06T19:51:59Z , line 46,992 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 | Changed |
| Middle | F. | F | Changed |
| Last name | WRIGHT | Wright | Changed |
| Date of birth | 05/23/2002 | 2002-05-23 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null·· | — | Cleared |
| SSN | •••-••-7115 | •••-••-7115 | Unchanged |
| Phone | (248) 949-3230 | 2489493230 | Parsed |
| NULL | — | Cleared | |
| Address | ·34 Bayshore Drive | 34 Bayshore Dr | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78753 | 78753 | Unchanged |
| Group | ·GRP-0213 | GRP-0213 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- sean|wright
- Address key
- 34|bayshore|78753
- Canonical first
- sean
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| ENR-123419 | 1.00 | Scored | — | Auto-linked |
| CLM-417804 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-417806 | 0.80 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001876
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sean Wright, 2002-05-23, 4 records, Verified
Evidence
Matched against ENR-123419
| 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
6 hash-chained entries for this record
- Record linked automaticallya6ef211b7e2026-10-22 12:43:53, scoring_agentidentity id MBR-001876, confidence 1, method probabilistic, matched record ENR-123419, policy version 1
- Record linked automatically2ad92cdf572026-10-19 19:54:38, scoring_agentidentity id MBR-001876, confidence 1, method probabilistic, matched record ENR-123419, policy version 1
- Record linked automatically45bf02cebd2026-10-19 19:52:08, scoring_agentidentity id MBR-001876, confidence 1, method probabilistic, matched record ENR-123419, policy version 1
- Record linked automatically689a669ddb2026-10-19 19:45:41, scoring_agentidentity id MBR-001876, confidence 1, method probabilistic, matched record ENR-123419, policy version 1
- Record linked automaticallyc3fb0a8e032026-10-19 19:32:31, scoring_agentidentity id MBR-001876, confidence 1, method probabilistic, matched record ENR-123419, policy version 1
- Record linked automatically5c153bb8fe2026-10-19 19:31:28, scoring_agentidentity id MBR-010471, confidence 1, method probabilistic, matched record CLM-417806, policy version 1