Record, CLM, bronze and silver
CLM-420446
Received 2026-09-23T08:13:22Z, line 1,356 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 | Patrick | Patrick | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Boyd | Boyd | Unchanged |
| Date of birth | 24-05-1977 | 1977-05-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-93836-29 | UHC-93836-29 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 218.891.3290 | 2188913290 | Parsed |
| NULL | — | Cleared | |
| Address | 7545 Mesa Drive | 7545 Mesa Dr | Changed |
| City | MESA | Mesa | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85230 | 85230 | Unchanged |
| Group | GRP-2893 | GRP-2893 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- patrick|boyd
- Address key
- 7545|mesa|85230
- Canonical first
- patrick
Quality flags
7 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
- 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-58988 | 1.00 | Scored | — | Auto-linked |
| CLM-420448 | 1.00 | Scored | — | Auto-linked |
| ENR-126906 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26070 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420447 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001790
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Patrick Boyd, 1977-05-24, 6 records, Verified
Evidence
Matched against TPA-58988
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically98cafc96692026-10-19 19:54:38, scoring_agentidentity id MBR-001790, confidence 1, method probabilistic, matched record TPA-58988, policy version 1
- Record linked automaticallyd2630951c42026-10-19 19:52:08, scoring_agentidentity id MBR-001790, confidence 1, method probabilistic, matched record TPA-58988, policy version 1
- Record linked automaticallybc9136386a2026-10-19 19:45:41, scoring_agentidentity id MBR-001790, confidence 1, method probabilistic, matched record TPA-58988, policy version 1
- Record linked automatically9a43891be62026-10-19 19:32:31, scoring_agentidentity id MBR-001790, confidence 1, method probabilistic, matched record TPA-58988, policy version 1
- Record linked automaticallybc89ebd4732026-10-19 19:31:28, matching_agentidentity id MBR-014497, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126831