Record, CLM , bronze and silver
CLM-410711
Received 2026-05-06T01:55:31Z , line 31,099 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | evellyn | Evellyn | Changed |
| Middle | — | — | Unchanged |
| Last name | williams | Williams | Changed |
| Date of birth | 2008-09-27 | 2008-09-27 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | UHC-96663-83 | UHC-96663-83 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (360) 435-3854 | 3604353854 | Parsed |
| null | — | Cleared | |
| Address | 8149 BAYSHORE DR | 8149 Bayshore Dr | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85270 | 85270 | Unchanged |
| Group | GRP-2594 | GRP-2594 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- evellyn|williams
- Address key
- 8149|bayshore|85270
- Canonical first
- evellyn
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-54699 | 1.00 | Scored | — | Auto-linked |
| CLM-410710 | 0.99 | Scored | — | Auto-linked |
| CLM-410709 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410708 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54698 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010533
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Evelyn Williams, 2008-09-27, 5 records, Verified
Evidence
Matched against TPA-54699
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automatically71792b9e492026-10-22 12:43:54, scoring_agentidentity id MBR-010533, confidence 0.996, method probabilistic, matched record TPA-54699, policy version 1
- Record linked automatically44f0e89fa52026-10-19 19:54:38, scoring_agentidentity id MBR-010533, confidence 0.996, method probabilistic, matched record TPA-54699, policy version 1
- Record linked automatically4b71f84c3f2026-10-19 19:52:09, scoring_agentidentity id MBR-010533, confidence 0.996, method probabilistic, matched record TPA-54699, policy version 1
- Record linked automatically636c2fedba2026-10-19 19:45:42, scoring_agentidentity id MBR-010533, confidence 0.996, method probabilistic, matched record TPA-54699, policy version 1
- Record linked automatically5aaa901ae32026-10-19 19:32:31, scoring_agentidentity id MBR-010533, confidence 0.996, method probabilistic, matched record TPA-54699, policy version 1
- Record linked automatically24e53ab6222026-10-19 19:31:28, matching_agentidentity id MBR-005259, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-114188