Record, CLM, bronze and silver
CLM-421834
Received 2026-09-08T16:47:36Z, line 28,153 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | OLIVIA | Olivia | Changed |
| Middle | V | V | Unchanged |
| Last name | HOWARD | Howard | Changed |
| Date of birth | 1976-06-04 | 1976-06-04 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-51459-51 | UHC-51459-51 | Unchanged |
| SSN | null·· | — | Cleared |
| Phone | 4017921329 | 4017921329 | Unchanged |
| -·· | — | Cleared | |
| Address | 3919 Ocean Avenue | 3919 Ocean Ave | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85223 | 85223 | Unchanged |
| Group | GRP-3894 | GRP-3894 | Unchanged |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.78
- Name key
- olivia|howard
- Address key
- 3919|ocean|85223
- Canonical first
- olivia
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- City re-casedCity re-cased to Title Case
- 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-128569 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-59591 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008294
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Olivia Howard, 1976-06-04, 2 records, Verified
Evidence
Matched against ENR-128569
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallydc93c084c12026-10-22 12:43:54, matching_agentidentity id MBR-008294, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128569
- Record linked automatically24e3b59dd22026-10-19 19:54:38, matching_agentidentity id MBR-008294, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128569
- Record linked automatically83828418462026-10-19 19:52:09, matching_agentidentity id MBR-008294, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128569
- Record linked automatically619d7299012026-10-19 19:45:42, matching_agentidentity id MBR-008294, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128569
- Record linked automaticallydaadfd08e62026-10-19 19:32:31, matching_agentidentity id MBR-008294, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128569
- Record linked automaticallyd16cd1dd7d2026-10-19 19:31:28, scoring_agentidentity id MBR-019399, confidence 1, method probabilistic, matched record ENR-128696, policy version 1