Record, CLM, bronze and silver
CLM-423831
Received 2026-10-07T06:15:33Z , line 52,610 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 | justin | Justin | Changed |
| Middle | — | — | Unchanged |
| Last name | ryan | Ryan | Changed |
| Date of birth | 04-11-1974 | 1974-11-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-83356-98 | UHC-83356-98 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 1898 CAMELBACK ROAD | 1898 Camelback Rd | Changed |
| City | Plano | Plano | Unchanged |
| State | ·TX | TX | Changed |
| ZIP | 75018-2511 | 75018 | Changed |
| Group | GRP-0570 | GRP-0570 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- justin|ryan
- Address key
- 1898|camelback|75018
- Canonical first
- justin
Quality flags
7 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)
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-60480 | 1.00 | Scored | — | Auto-linked |
| ENR-131175 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-27022 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008293
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Justin Ryan, 1974-11-04, 3 records, Verified
Evidence
Matched against TPA-60480
| 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 automaticallyef32debede2026-10-19 19:54:38, scoring_agentidentity id MBR-008293, confidence 1, method probabilistic, matched record TPA-60480, policy version 1
- Record linked automatically5e6ec090f72026-10-19 19:52:09, scoring_agentidentity id MBR-008293, confidence 1, method probabilistic, matched record TPA-60480, policy version 1
- Record linked automatically1474dd41532026-10-19 19:45:42, scoring_agentidentity id MBR-008293, confidence 1, method probabilistic, matched record TPA-60480, policy version 1
- Record linked automaticallyf6f89ffee72026-10-19 19:32:31, scoring_agentidentity id MBR-008293, confidence 1, method probabilistic, matched record TPA-60480, policy version 1
- Record linked automatically433dcb2dca2026-10-19 19:31:28, scoring_agentidentity id MBR-008558, confidence 1, method probabilistic, matched record CLM-423830, policy version 1