Record, CLM, bronze and silver
CLM-418923
Received 2026-07-05T12:27:06Z, line 6,400 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 | Mary | Mary | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Miller·· | Miller | Changed |
| Date of birth | ·11/17/1940 | 1940-11-17 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-95565-83 | UHC-95565-83 | Unchanged |
| SSN | •••-••-9365 | •••-••-9365 | Parsed |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 9265 SUNSET BOULEVARD | 9265 Sunset Blvd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN·· | MN | Changed |
| ZIP | ·55476 | 55476 | Changed |
| Group | GRP-4373 | GRP-4373 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- mary|miller
- Address key
- 9265|sunset|55476
- Canonical first
- mary
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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 |
|---|---|---|---|---|
| TPA-58395 | 1.00 | Scored | — | Auto-linked |
| CLM-418922 | 1.00 | Scored | — | Auto-linked |
| ENR-124932 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002362
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Mary Miller, 1940-11-17, 4 records, Verified
Evidence
Matched against TPA-58395
| 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 automatically29a814dbac2026-10-19 19:54:38, scoring_agentidentity id MBR-002362, confidence 1, method probabilistic, matched record TPA-58395, policy version 1
- Record linked automatically911ac770cb2026-10-19 19:52:08, scoring_agentidentity id MBR-002362, confidence 1, method probabilistic, matched record TPA-58395, policy version 1
- Record linked automatically0d82cbcf562026-10-19 19:45:41, scoring_agentidentity id MBR-002362, confidence 1, method probabilistic, matched record TPA-58395, policy version 1
- Record linked automatically53ee6c529a2026-10-19 19:32:31, scoring_agentidentity id MBR-002362, confidence 1, method probabilistic, matched record TPA-58395, policy version 1
- Record linked automatically2c19583b7f2026-10-19 19:31:28, matching_agentidentity id MBR-009055, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124741