Record, CLM, bronze and silver
CLM-400599
Received 2026-07-09T05:52:38Z, line 15,285 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 | kayla | Kayla | Changed |
| Middle | I. | I | Changed |
| Last name | mcdonald | McDonald | Changed |
| Date of birth | 09/02/2002 | 2002-09-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1533 | •••-••-1533 | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 256 Jefferson Avenue | 256 Jefferson Ave | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV·· | NV | Changed |
| ZIP | 89134 | 89134 | Unchanged |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.76
- Name key
- kayla|mcdonald
- Address key
- 256|jefferson|89134
- Canonical first
- kayla
Quality flags
6 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
- 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-100808 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-037828
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla McDonald, 2002-09-02, 2 records, Verified
Evidence
Matched against ENR-100808
| 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 automaticallybcda9f11762026-10-22 12:43:55, scoring_agentidentity id MBR-037828, confidence 1, method probabilistic, matched record ENR-100808, policy version 1
- Record linked automatically443b07d6962026-10-19 19:54:39, scoring_agentidentity id MBR-037828, confidence 1, method probabilistic, matched record ENR-100808, policy version 1
- Record linked automatically6673d35ab92026-10-19 19:52:09, scoring_agentidentity id MBR-037828, confidence 1, method probabilistic, matched record ENR-100808, policy version 1
- Record linked automatically51035420152026-10-19 19:45:42, scoring_agentidentity id MBR-037828, confidence 1, method probabilistic, matched record ENR-100808, policy version 1
- Record linked automatically8d8b8b79992026-10-19 19:32:31, scoring_agentidentity id MBR-037828, confidence 1, method probabilistic, matched record ENR-100808, policy version 1
- Record linked automatically3fa091e19e2026-10-19 19:31:28, matching_agentidentity id MBR-025153, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-100879