Record, CLM, bronze and silver
CLM-420447
Received 2026-01-06T13:19:43Z, line 28,191 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 | Changed |
| Middle | ·· | — | Unchanged |
| Last name | BOYD | Boyd | Changed |
| Date of birth | 05/24/1977 | 1977-05-24 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-3975 | •••-••-3975 | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 7545 Mesa Dr | 7545 Mesa Dr | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-2893 | GRP-2893 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- patrick|boyd
- Address key
- 7545|mesa|mesa
- Canonical first
- patrick
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| PRV-26070 | 0.93 | Scored | — | Auto-linked |
| TPA-58988 | 0.93 | Scored | — | Auto-linked |
| CLM-420448 | 0.93 | Scored | — | Auto-linked |
| CLM-420446 | 0.93 | Scored | — | Auto-linked |
| ENR-126906 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001790
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Patrick Boyd, 1977-05-24, 6 records, Verified
Evidence
Matched against PRV-26070
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfe6ff6b1bd2026-10-22 12:43:53, scoring_agentidentity id MBR-001790, confidence 0.925, method probabilistic, matched record PRV-26070, policy version 1
- Record linked automaticallyf2b35ffb042026-10-19 19:54:38, scoring_agentidentity id MBR-001790, confidence 0.925, method probabilistic, matched record PRV-26070, policy version 1
- Record linked automaticallycafc06cae62026-10-19 19:52:08, scoring_agentidentity id MBR-001790, confidence 0.925, method probabilistic, matched record PRV-26070, policy version 1
- Record linked automaticallydbb7eba4db2026-10-19 19:45:41, scoring_agentidentity id MBR-001790, confidence 0.925, method probabilistic, matched record PRV-26070, policy version 1
- Record linked automaticallyc36a28787c2026-10-19 19:32:31, scoring_agentidentity id MBR-001790, confidence 0.925, method probabilistic, matched record PRV-26070, policy version 1
- Record linked automatically3c48fc57b02026-10-19 19:31:28, matching_agentidentity id MBR-010233, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25985