Record, CLM, bronze and silver
CLM-411938
Received 2026-06-24T11:07:10Z, line 98,686 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 | Keith | Keith | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramirez | Ramirez | Unchanged |
| Date of birth | 1954-06-19 | 1954-06-19 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-39559-25 | UHC-39559-25 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| -·· | — | Cleared | |
| Address | ·9683 Grand Avenue | 9683 Grand Ave | Changed |
| City | ·Tempe | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-3066 | GRP-3066 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- keith|ramirez
- Address key
- 9683|grand|tempe
- Canonical first
- keith
Quality flags
6 raised during normalisation
- 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 missingStreet address present but no ZIP supplied
- 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-115716 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411939 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411937 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026354
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Keith Ramirez, 1954-06-19, 4 records, Verified
Evidence
Matched against ENR-115716
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automaticallyedf1f710082026-10-22 12:43:54, matching_agentidentity id MBR-026354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115716
- Record linked automatically15b35a412e2026-10-19 19:54:38, matching_agentidentity id MBR-026354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115716
- Record linked automatically4868da83062026-10-19 19:52:09, matching_agentidentity id MBR-026354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115716
- Record linked automaticallyae92ccf8512026-10-19 19:45:42, matching_agentidentity id MBR-026354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115716
- Record linked automatically9a4ff874172026-10-19 19:32:31, matching_agentidentity id MBR-026354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115716
- Record linked automatically49930735712026-10-19 19:31:28, matching_agentidentity id MBR-016494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411939