Record, CLM, bronze and silver
CLM-401794
Received 2026-09-05T07:56:52Z, line 17,169 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 | grace | Grace | Changed |
| Middle | — | — | Unchanged |
| Last name | james | James | Changed |
| Date of birth | 1987-11-21 | 1987-11-21 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0484 | •••-••-0484 | Unchanged |
| Phone | 367-363-4599 | 3673634599 | Parsed |
| — | — | Unchanged | |
| Address | 6385 River Road #597 | 6385 River Rd # 597 | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89188-0198 | 89188 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.36
- Name key
- grace|james
- Address key
- 6385|river|89188
- Canonical first
- grace
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-401795 | 1.00 | Scored | — | Auto-linked |
| ENR-102348 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-401796 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014730
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Grace James, 1987-11-21, 4 records, Verified
Evidence
Matched against CLM-401795
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd1e5eb551d2026-10-19 19:54:38, scoring_agentidentity id MBR-014730, confidence 1, method probabilistic, matched record CLM-401795, policy version 1
- Record linked automaticallyfe8bce4e352026-10-19 19:52:09, scoring_agentidentity id MBR-014730, confidence 1, method probabilistic, matched record CLM-401795, policy version 1
- Record linked automatically894a51fd912026-10-19 19:45:42, scoring_agentidentity id MBR-014730, confidence 1, method probabilistic, matched record CLM-401795, policy version 1
- Record linked automaticallyad1b612e602026-10-19 19:32:31, scoring_agentidentity id MBR-014730, confidence 1, method probabilistic, matched record CLM-401795, policy version 1
- Record linked automatically0cbd4336952026-10-19 19:31:28, matching_agentidentity id MBR-033531, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102331