Record, CLM, bronze and silver
CLM-400205
Received 2026-05-14T17:53:26Z, line 94,037 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 | RANDY | Randy | Changed |
| Middle | — | — | Unchanged |
| Last name | LUNA | Luna | Changed |
| Date of birth | 1946-09-28 | 1946-09-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-74452-32 | UHC-74452-32 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 9748047006 | 9748047006 | Unchanged |
| randy.luna@gmail.com | randy.luna@gmail.com | Unchanged | |
| Address | 4881 JEFFERSON AVE | 4881 Jefferson Ave | Changed |
| City | Gilbert·· | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85235·· | 85235 | Changed |
| Group | GRP-8699 | GRP-8699 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- randy|luna
- Address key
- 4881|jefferson|85235
- Canonical first
- randy
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
- 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-50091 | 0.99 | Scored | — | Auto-linked |
| CLM-400207 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-400206 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100303 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007205
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Randy Luna, 1946-09-28, 5 records, Verified
Evidence
Matched against TPA-50091
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically698ff625ab2026-10-22 12:43:53, scoring_agentidentity id MBR-007205, confidence 0.994, method probabilistic, matched record TPA-50091, policy version 1
- Record linked automatically26438a9a262026-10-19 19:54:38, scoring_agentidentity id MBR-007205, confidence 0.994, method probabilistic, matched record TPA-50091, policy version 1
- Record linked automatically7090890e222026-10-19 19:52:09, scoring_agentidentity id MBR-007205, confidence 0.994, method probabilistic, matched record TPA-50091, policy version 1
- Record linked automaticallyd77643a0322026-10-19 19:45:42, scoring_agentidentity id MBR-007205, confidence 0.994, method probabilistic, matched record TPA-50091, policy version 1
- Record linked automaticallyc746fe26ed2026-10-19 19:32:31, scoring_agentidentity id MBR-007205, confidence 0.994, method probabilistic, matched record TPA-50091, policy version 1
- Record linked automaticallya6e6d6270d2026-10-19 19:31:28, scoring_agentidentity id MBR-013791, confidence 1, method probabilistic, matched record TPA-50085, policy version 1