Record, CLM, bronze and silver
CLM-413920
Received 2026-01-21T17:00:33Z, line 5,564 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 | GRACE | Grace | Changed |
| Middle | — | — | Unchanged |
| Last name | RAMMOS | Rammos | Changed |
| Date of birth | 09-08-1991 | 1991-08-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-74116-69 | UHC-74116-69 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ···· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 683 HILLCREST RD | 683 Hillcrest Rd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28231 | 28231 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- grace|rammos
- Address key
- 683|hillcrest|28231
- Canonical first
- grace
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)
- 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
- 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 |
|---|---|---|---|---|
| CLM-413919 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-118202 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-24031 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006443
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Grace Ramos, 1991-08-09, 4 records, Verified
Evidence
Matched against CLM-413919
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically295bbcc77a2026-10-22 12:43:53, matching_agentidentity id MBR-006443, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413919
- Record linked automatically726a26977b2026-10-19 19:54:38, matching_agentidentity id MBR-006443, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413919
- Record linked automaticallyc3112be3da2026-10-19 19:52:09, matching_agentidentity id MBR-006443, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413919
- Record linked automatically1b2897f6512026-10-19 19:45:42, matching_agentidentity id MBR-006443, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413919
- Record linked automatically58eec109f82026-10-19 19:32:31, matching_agentidentity id MBR-006443, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413919
- Record linked automatically098bc3343b2026-10-19 19:31:28, scoring_agentidentity id MBR-016788, confidence 1, method probabilistic, matched record PRV-24095, policy version 1