Record, CLM, bronze and silver
CLM-422301
Received 2026-10-14T04:08:22Z, line 49,738 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 | — | — | Unchanged |
| Last name | Armstrong | Armstrong | Unchanged |
| Date of birth | 10/12/1969 | 1969-10-12 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 5404 Maple Avenue #112 | 5404 Maple Ave # 112 | Changed |
| City | Sacramento·· | Sacramento | Changed |
| State | CA·· | CA | Changed |
| ZIP | 95897 | 95897 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | NULL | — | 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-422300 | 1.00 | Scored | — | Auto-linked |
| ENR-129234 | 1.00 | Scored | — | 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-422300
| 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 automatically51106e3dad2026-10-22 12:43:54, scoring_agentidentity id MBR-026801, confidence 1, method probabilistic, matched record CLM-422300, policy version 1
- Record linked automatically1e3c483a0c2026-10-19 19:54:38, scoring_agentidentity id MBR-026801, confidence 1, method probabilistic, matched record CLM-422300, policy version 1
- Record linked automaticallyc0d7db3de42026-10-19 19:52:09, scoring_agentidentity id MBR-026801, confidence 1, method probabilistic, matched record CLM-422300, policy version 1
- Record linked automaticallyb13b2725462026-10-19 19:45:42, scoring_agentidentity id MBR-026801, confidence 1, method probabilistic, matched record CLM-422300, policy version 1
- Record linked automatically854adefabb2026-10-19 19:32:31, scoring_agentidentity id MBR-026801, confidence 1, method probabilistic, matched record CLM-422300, policy version 1
- Record linked automaticallya2c36a1bd82026-10-19 19:31:28, scoring_agentidentity id MBR-013878, confidence 1, method probabilistic, matched record PRV-26555, policy version 1