Record, CLM, bronze and silver
CLM-427843
Received 2026-02-25T10:24:18Z, line 73,882 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 | CAROL | Carol | Changed |
| Middle | — | — | Unchanged |
| Last name | STEVENS | Stevens | Changed |
| Date of birth | 8/14/1947 | 1947-08-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | N/A·· | — | Cleared |
| — | — | Unchanged | |
| Address | 5527 HIGHLAND AVENUE #428 | 5527 Highland Ave # 428 | Changed |
| City | EDEN PRAIRIE | Eden Prairie | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55321 | 55321 | Unchanged |
| Group | GRP-5828 | GRP-5828 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- carol|stevens
- Address key
- 5527|highland|55321
- Canonical first
- carol
Quality flags
8 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)
- 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
- City re-casedCity re-cased to Title Case
- 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-62286 | 1.00 | Scored | — | Auto-linked |
| TPA-62287 | 1.00 | Scored | — | Auto-linked |
| ENR-136503 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007286
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carol Stevens, 1947-08-14, 4 records, Verified
Evidence
Matched against ENR-136503
| 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 automaticallyb9c6a050f32026-10-19 19:54:38, scoring_agentidentity id MBR-007286, confidence 1, method probabilistic, matched record ENR-136503, policy version 1
- Record linked automaticallyaeb6c8d9572026-10-19 19:52:09, scoring_agentidentity id MBR-007286, confidence 1, method probabilistic, matched record ENR-136503, policy version 1
- Record linked automaticallyce8ce47a262026-10-19 19:45:42, scoring_agentidentity id MBR-007286, confidence 1, method probabilistic, matched record ENR-136503, policy version 1
- Record linked automatically37fad3d1392026-10-19 19:32:31, scoring_agentidentity id MBR-007286, confidence 1, method probabilistic, matched record ENR-136503, policy version 1
- Record linked automatically418905ef882026-10-19 19:31:28, matching_agentidentity id MBR-015621, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136825