Record, CLM, bronze and silver
CLM-401200
Received 2026-01-22T05:37:40Z, line 88,048 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 | Katherine | Katherine | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Fields | Fields | Unchanged |
| Date of birth | 1960-04-02 | 1960-04-02 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC2758535 | UHC-27585-35 | Parsed |
| SSN | •••-••-2815 | •••-••-2815 | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 7998 Spring Street | 7998 Spring St | Changed |
| City | Mesa·· | Mesa | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85205 | 85205 | Unchanged |
| Group | GRP-0267 | GRP-0267 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- katherine|fields
- Address key
- 7998|spring|85205
- Canonical first
- katherine
Quality flags
7 raised during normalisation
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| ENR-101543 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-401199 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006594
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Kate Fiels, 1960-04-02, 2 records, Verified
Evidence
Matched against ENR-101543
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | nickname |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6d5f59fef02026-10-19 19:54:38, matching_agentidentity id MBR-006594, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-101543
- Record linked automaticallyeeb58fdbd72026-10-19 19:52:09, matching_agentidentity id MBR-006594, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-101543
- Record linked automatically6bf5e0c8ba2026-10-19 19:45:42, matching_agentidentity id MBR-006594, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-101543
- Record linked automaticallyd11d7f0c3e2026-10-19 19:32:31, matching_agentidentity id MBR-006594, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-101543
- Record linked automaticallye8636b87eb2026-10-19 19:31:28, matching_agentidentity id MBR-002917, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-50502