Record, CLM, bronze and silver
CLM-412519
Received 2026-08-29T08:11:47Z, line 82,838 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JACK | Jack | Changed |
| Middle | — | — | Unchanged |
| Last name | FOWLER | Fowler | Changed |
| Date of birth | 3/1/1955 | 1955-03-01 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-96462-49 | UHC-96462-49 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 545.465.0954 | 5454650954 | Parsed |
| NULL | — | Cleared | |
| Address | ·4237 Central Ave | 4237 Central Ave | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85200 | 85200 | Unchanged |
| Group | GRP-1956 | GRP-1956 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- john|fowler
- Address key
- 4237|central|85200
- Canonical first
- john
Quality flags
6 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-116484 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-412520 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-412518 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033680
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jack Fowler, 1955-03-01, 4 records, Verified
Evidence
Matched against CLM-412520
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically9877392ffa2026-10-19 19:54:38, matching_agentidentity id MBR-033680, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412520
- Record linked automatically892c0dcc742026-10-19 19:52:09, matching_agentidentity id MBR-033680, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412520
- Record linked automaticallyb8dca4e5b62026-10-19 19:45:42, matching_agentidentity id MBR-033680, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412520
- Record linked automatically1f269151182026-10-19 19:32:31, matching_agentidentity id MBR-033680, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412520
- Record linked automatically092bf55d682026-10-19 19:31:28, matching_agentidentity id MBR-031687, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23700