Record, CLM, bronze and silver
CLM-424444
Received 2026-06-19T21:55:33Z, line 58,205 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 | Ralph | Ralph | Unchanged |
| Middle | A | A | Unchanged |
| Last name | Ruiz | Ruiz | Unchanged |
| Date of birth | 5/14/1950 | 1950-05-14 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | UHC-42464-05 | UHC-42464-05 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 817-960-5979 | 8179605979 | Parsed |
| N/A | — | Cleared | |
| Address | 5738 Valley View Drive | 5738 Valley View Dr | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85298 | 85298 | Unchanged |
| Group | GRP-6814 | GRP-6814 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- ralph|ruiz
- Address key
- 5738|valley view|85298
- Canonical first
- ralph
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-60771 | 1.00 | Scored | — | Auto-linked |
| PRV-27195 | 1.00 | Scored | — | Auto-linked |
| ENR-131954 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424443 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-60770 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011534
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Ruiz, 1950-05-14, 5 records, Verified
Evidence
Matched against TPA-60771
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically326d3d83e32026-10-19 19:54:38, scoring_agentidentity id MBR-011534, confidence 1, method probabilistic, matched record TPA-60771, policy version 1
- Record linked automaticallye32c654bd82026-10-19 19:52:09, scoring_agentidentity id MBR-011534, confidence 1, method probabilistic, matched record TPA-60771, policy version 1
- Record linked automaticallyd7dc9b36be2026-10-19 19:45:42, scoring_agentidentity id MBR-011534, confidence 1, method probabilistic, matched record TPA-60771, policy version 1
- Record linked automatically3f748f83362026-10-19 19:32:31, scoring_agentidentity id MBR-011534, confidence 1, method probabilistic, matched record TPA-60771, policy version 1
- Record linked automatically17e0ac84342026-10-19 19:31:28, matching_agentidentity id MBR-009086, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132166