Record, CLM, bronze and silver
CLM-416822
Received 2026-09-17T18:38:48Z, line 81,278 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 | NANCY | Nancy | Changed |
| Middle | — | — | Unchanged |
| Last name | HNSEN | Hnsen | Changed |
| Date of birth | 19750824 | 1975-08-24 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | +1 587 405 2485 | 5874052485 | Parsed |
| N/A | — | Cleared | |
| Address | 8671 Harbor Boulevard #965 | 8671 Harbor Blvd # 965 | Changed |
| City | CHARLOTTE | Charlotte | Changed |
| State | NC | NC | Unchanged |
| ZIP | 28282-3872 | 28282 | Changed |
| Group | GRP-7847 | GRP-7847 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.30
- Name key
- nancy|hnsen
- Address key
- 8671|harbor|28282
- Canonical first
- nancy
Quality flags
11 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)
- 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| PRV-24974 | 0.99 | Scored | — | Auto-linked |
| ENR-122092 | 0.99 | Scored | — | Auto-linked |
| CLM-416821 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023323
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Nancy Hansen, 1975-08-24, 4 records, Verified
Evidence
Matched against PRV-24974
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1bb512e2142026-10-19 19:54:38, scoring_agentidentity id MBR-023323, confidence 0.991, method probabilistic, matched record PRV-24974, policy version 1
- Record linked automaticallyb03b89da322026-10-19 19:52:09, scoring_agentidentity id MBR-023323, confidence 0.991, method probabilistic, matched record PRV-24974, policy version 1
- Record linked automatically8302bec1482026-10-19 19:45:42, scoring_agentidentity id MBR-023323, confidence 0.991, method probabilistic, matched record PRV-24974, policy version 1
- Record linked automatically76f1121ead2026-10-19 19:32:31, scoring_agentidentity id MBR-023323, confidence 0.991, method probabilistic, matched record PRV-24974, policy version 1
- Record linked automatically74c8b731ef2026-10-19 19:31:28, matching_agentidentity id MBR-013306, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416823