Record, CLM, bronze and silver
CLM-430299
Received 2026-08-06T09:00:09Z, line 40,611 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | BAILEY | Bailey | Changed |
| Date of birth | ·07/25/1977 | 1977-07-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| KAREN.BAILEY@GMAIL.COM | karen.bailey@gmail.com | Changed | |
| Address | 1731 MAIN STREET | 1731 Main St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85086 | 85086 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·null | — | Cleared |
- Quality score
- 0.74
- Name key
- karen|bailey
- Address key
- 1731|main|85086
- Canonical first
- karen
Quality flags
7 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)
- 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
- Email lower-casedEmail lower-cased
- 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-139775 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000994
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Bailey, 1977-07-25, 2 records, Verified
Evidence
Matched against ENR-139775
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically05bd0fe5d42026-10-22 12:43:52, scoring_agentidentity id MBR-000994, confidence 1, method probabilistic, matched record ENR-139775, policy version 1
- Record linked automatically3be13beb5c2026-10-19 19:54:38, scoring_agentidentity id MBR-000994, confidence 1, method probabilistic, matched record ENR-139775, policy version 1
- Record linked automaticallya7960c82d92026-10-19 19:52:08, scoring_agentidentity id MBR-000994, confidence 1, method probabilistic, matched record ENR-139775, policy version 1
- Record linked automatically47fa5f54e12026-10-19 19:45:41, scoring_agentidentity id MBR-000994, confidence 1, method probabilistic, matched record ENR-139775, policy version 1
- Record linked automatically0b003e5e152026-10-19 19:32:31, scoring_agentidentity id MBR-000994, confidence 1, method probabilistic, matched record ENR-139775, policy version 1
- Record linked automatically200ab8fc4d2026-10-19 19:31:28, matching_agentidentity id MBR-037760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139942