Record, CLM, bronze and silver
CLM-414695
Received 2026-03-03T23:56:47Z, line 36,309 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 | John·· | John | Changed |
| Middle | — | — | Unchanged |
| Last name | Sims | Sims | Unchanged |
| Date of birth | 06/09/79 | 1979-06-09 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-98485-42 | UHC-98485-42 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (987) 239-4608 | 9872394608 | Parsed |
| NULL | — | Cleared | |
| Address | ·7970 MAIN STREET | 7970 Main St | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92138 | 92138 | Unchanged |
| Group | GRP-1667 | GRP-1667 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- john|sims
- Address key
- 7970|main|92138
- Canonical first
- john
Quality flags
7 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-119335 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414694 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414696 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003473
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: John Sims, 1979-06-09, 4 records, Verified
Evidence
Matched against CLM-414696
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.92 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd4e1da4e092026-10-19 19:54:38, matching_agentidentity id MBR-003473, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414696
- Record linked automatically3ac0d8cb872026-10-19 19:52:08, matching_agentidentity id MBR-003473, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414696
- Record linked automatically58fc985d1d2026-10-19 19:45:41, matching_agentidentity id MBR-003473, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414696
- Record linked automatically3fb52d09142026-10-19 19:32:31, matching_agentidentity id MBR-003473, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414696
- Record linked automaticallyc9a28b5c3b2026-10-19 19:31:28, matching_agentidentity id MBR-012235, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24311