Record, CLM, bronze and silver
CLM-424574
Received 2026-06-30T13:01:49Z, line 40,828 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 | Gary | Gary | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Knight | Knight | Unchanged |
| Date of birth | 1974-09-02 | 1974-09-02 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 646-955-9795 | 6469559795 | Parsed |
| - | — | Cleared | |
| Address | 2037 Camelback Road | 2037 Camelback Rd | Changed |
| City | SACRAMENTO | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-5681 | GRP-5681 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- gary|knight
- Address key
- 2037|camelback|sacramento
- Canonical first
- gary
Quality flags
7 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-132112 | 0.94 | Scored | — | Auto-linked |
| CLM-424573 | 0.93 | Scored | — | Auto-linked |
| CLM-424572 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000224
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Gary Knight, 1974-09-02, 4 records, Verified
Evidence
Matched against ENR-132112
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically9576558be12026-10-19 19:54:38, scoring_agentidentity id MBR-000224, confidence 0.937, method probabilistic, matched record ENR-132112, policy version 1
- Record linked automatically2e111de4d42026-10-19 19:52:08, scoring_agentidentity id MBR-000224, confidence 0.937, method probabilistic, matched record ENR-132112, policy version 1
- Record linked automatically687d2d47be2026-10-19 19:45:41, scoring_agentidentity id MBR-000224, confidence 0.937, method probabilistic, matched record ENR-132112, policy version 1
- Record linked automaticallyc828fc8a072026-10-19 19:32:31, scoring_agentidentity id MBR-000224, confidence 0.937, method probabilistic, matched record ENR-132112, policy version 1
- Record linked automatically887baf5be12026-10-19 19:31:28, matching_agentidentity id MBR-000670, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424573