Record, CLM, bronze and silver
CLM-412453
Received 2026-01-08T14:55:38Z, line 87,483 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 | joey | Joey | Changed |
| Middle | — | — | Unchanged |
| Last name | ward | Ward | Changed |
| Date of birth | Apr 24, 1957 | 1957-04-24 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-28293-97 | UHC-28293-97 | Parsed |
| SSN | •••-••-1419 | •••-••-1419 | Parsed |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 6443 BAYSHORE DRIVE | 6443 Bayshore Dr | Changed |
| City | Glendale | Glendale | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85367 | 85367 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- joseph|ward
- Address key
- 6443|bayshore|85367
- Canonical first
- joseph
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-55484 | 1.00 | Scored | — | Auto-linked |
| CLM-412454 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-116389 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002436
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joey Ward, 1957-04-24, 4 records, Verified
Evidence
Matched against TPA-55484
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye871d95fdc2026-10-22 12:43:53, scoring_agentidentity id MBR-002436, confidence 1, method probabilistic, matched record TPA-55484, policy version 1
- Record linked automaticallye4abb8dbf12026-10-19 19:54:38, scoring_agentidentity id MBR-002436, confidence 1, method probabilistic, matched record TPA-55484, policy version 1
- Record linked automaticallya3c75165b42026-10-19 19:52:08, scoring_agentidentity id MBR-002436, confidence 1, method probabilistic, matched record TPA-55484, policy version 1
- Record linked automatically4c238a2dd72026-10-19 19:45:41, scoring_agentidentity id MBR-002436, confidence 1, method probabilistic, matched record TPA-55484, policy version 1
- Record linked automatically2f7ee247a62026-10-19 19:32:31, scoring_agentidentity id MBR-002436, confidence 1, method probabilistic, matched record TPA-55484, policy version 1
- Record linked automaticallyd57f2f343f2026-10-19 19:31:28, scoring_agentidentity id MBR-033396, confidence 1, method probabilistic, matched record CLM-412452, policy version 1