Record, CLM, bronze and silver
CLM-422300
Received 2026-04-20T10:17:38Z, line 39,800 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 | Kimberly | Kimberly | Unchanged |
| Middle | U. | U | Changed |
| Last name | Armstrong | Armstrong | Unchanged |
| Date of birth | 10/12/1969 | 1969-10-12 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·· | — | Unchanged |
| SSN | •••-••-6248 | •••-••-6248 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 5404 MAPLE AVENUE #642 | 5404 Maple Ave # 642 | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95897 | 95897 | Unchanged |
| Group | - | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- kimberly|armstrong
- Address key
- 5404|maple|95897
- Canonical first
- kimberly
Quality flags
6 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| CLM-422301 | 1.00 | Scored | — | Auto-linked |
| ENR-129234 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026801
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Armstrong, 1969-10-12, 3 records, Verified
Evidence
Matched against CLM-422301
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically53d66cf99a2026-10-22 12:43:54, scoring_agentidentity id MBR-026801, confidence 1, method probabilistic, matched record CLM-422301, policy version 1
- Record linked automatically81f4750b3a2026-10-19 19:54:38, scoring_agentidentity id MBR-026801, confidence 1, method probabilistic, matched record CLM-422301, policy version 1
- Record linked automatically3f04605bc62026-10-19 19:52:09, scoring_agentidentity id MBR-026801, confidence 1, method probabilistic, matched record CLM-422301, policy version 1
- Record linked automaticallydcf4dff5642026-10-19 19:45:42, scoring_agentidentity id MBR-026801, confidence 1, method probabilistic, matched record CLM-422301, policy version 1
- Record linked automaticallyd8542e01272026-10-19 19:32:31, scoring_agentidentity id MBR-026801, confidence 1, method probabilistic, matched record CLM-422301, policy version 1
- Record linked automatically8528cc13b72026-10-19 19:31:28, scoring_agentidentity id MBR-027206, confidence 1, method probabilistic, matched record TPA-59785, policy version 1