Record, CLM, bronze and silver
CLM-403844
Received 2026-08-30T06:48:17Z, line 21,890 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 | Changed |
| Middle | T. | T | Changed |
| Last name | CRUZ | Cruz | Changed |
| Date of birth | Mar 18, 1967 | 1967-03-18 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (548) 822-7857 | 5488227857 | Parsed |
| - | — | Cleared | |
| Address | 8056 Camelback Road | 8056 Camelback Rd | Changed |
| City | COLUMBUS·· | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43228 | 43228 | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.72
- Name key
- kimberly|cruz
- Address key
- 8056|camelback|43228
- Canonical first
- kimberly
Quality flags
8 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
- 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
- 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-104990 | 1.00 | Scored | — | Auto-linked |
| CLM-403842 | 1.00 | Scored | — | Auto-linked |
| CLM-403843 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004978
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Cruz, 1967-03-18, 4 records, Verified
Evidence
Matched against ENR-104990
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya239ce62ed2026-10-22 12:43:53, scoring_agentidentity id MBR-004978, confidence 1, method probabilistic, matched record ENR-104990, policy version 1
- Record linked automatically43ee84444a2026-10-19 19:54:38, scoring_agentidentity id MBR-004978, confidence 1, method probabilistic, matched record ENR-104990, policy version 1
- Record linked automaticallyfe551d84992026-10-19 19:52:08, scoring_agentidentity id MBR-004978, confidence 1, method probabilistic, matched record ENR-104990, policy version 1
- Record linked automatically6bc235d4332026-10-19 19:45:42, scoring_agentidentity id MBR-004978, confidence 1, method probabilistic, matched record ENR-104990, policy version 1
- Record linked automatically8cd77cb4f32026-10-19 19:32:31, scoring_agentidentity id MBR-004978, confidence 1, method probabilistic, matched record ENR-104990, policy version 1
- Record linked automatically302696cad22026-10-19 19:31:28, matching_agentidentity id MBR-001255, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105005