Record, CLM , bronze and silver
CLM-422416
Received 2026-10-06T00:17:56Z, line 1,092 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Gary | Gary | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 1941-02-25 | 1941-02-25 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-09582-44 | UHC-09582-44 | Unchanged |
| SSN | •••-••-5991 | •••-••-5991 | Parsed |
| Phone | 423-466-5072 | 4234665072 | Parsed |
| N/A | — | Cleared | |
| Address | 1967 Union Street | 1967 Union St | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85237 | 85237 | Unchanged |
| Group | GRP-3386 | GRP-3386 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- gary|espinoza
- Address key
- 1967|union|85237
- Canonical first
- gary
Quality flags
6 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-422414 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-422415 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-041505
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Gary Espinoza, 1942-02-25, 3 records, Verified
Evidence
Matched against CLM-422414
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically8a6f3cb67a2026-10-19 19:54:39, matching_agentidentity id MBR-041505, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-422414
- Record linked automaticallye32ba9f6f12026-10-19 19:52:09, matching_agentidentity id MBR-041505, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-422414
- Record linked automatically418d395f392026-10-19 19:45:42, matching_agentidentity id MBR-041505, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-422414
- Record linked automaticallye5f05ce9bb2026-10-19 19:32:31, matching_agentidentity id MBR-041505, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-422414
- Record linked automatically6503a81c682026-10-19 19:31:28, scoring_agentidentity id MBR-000194, confidence 1, method probabilistic, matched record CLM-422417, policy version 1