Record, CLM, bronze and silver
CLM-416142
Received 2026-02-23T08:04:37Z, line 48,704 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 | Karen | Karen | Unchanged |
| Middle | X | X | Unchanged |
| Last name | Cook | Cook | Unchanged |
| Date of birth | 02/04/1983 | 1983-02-04 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-8440 | •••-••-8440 | Unchanged |
| Phone | (604) 695-8693 | 6046958693 | Parsed |
| NULL | — | Cleared | |
| Address | 7461 Mountain View Drive | 7461 Mountain View Dr | Changed |
| City | Fresno·· | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93757 | 93757 | Unchanged |
| Group | GRP-1653 | GRP-1653 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- karen|cook
- Address key
- 7461|mountain view|93757
- Canonical first
- karen
Quality flags
7 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| CLM-416141 | 1.00 | Scored | — | Auto-linked |
| CLM-416140 | 1.00 | Scored | — | Auto-linked |
| PRV-24788 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006874
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Cook, 1983-02-04, 4 records, Verified
Evidence
Matched against CLM-416140
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically123e43f4c52026-10-19 19:54:38, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416140, policy version 1
- Record linked automatically8dcbfd21682026-10-19 19:52:09, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416140, policy version 1
- Record linked automatically408a2b8c042026-10-19 19:45:42, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416140, policy version 1
- Record linked automatically4a913f22b02026-10-19 19:32:31, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416140, policy version 1
- Record linked automatically48780ae2362026-10-19 19:31:28, matching_agentidentity id MBR-021044, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121122