Record, CLM, bronze and silver
CLM-410515
Received 2026-05-02T10:50:44Z, line 61,444 of the CLM feed
CLMRule
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 | — | — | Unchanged |
| Last name | BAILEY | Bailey | Changed |
| Date of birth | 19811010 | 1981-10-10 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-99784-06 | UHC-99784-06 | Unchanged |
| SSN | ·UNKNOWN | — | Cleared |
| Phone | (641) 974-0117 | 6419740117 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 9032 SUNSET BOULEVARD | 9032 Sunset Blvd | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- kayla|bailey
- Address key
- 9032|sunset|tempe
- Canonical first
- kayla
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
- ZIP missingStreet address present but no ZIP supplied
- 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-113790 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54610 | 0.79 | Scored | — | Sent to steward |
| PRV-23033 | 0.69 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028771
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kayla Bailey, 1981-10-10, 2 records, Verified
Evidence
Matched against ENR-113790
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically5f3f673f6d2026-10-19 19:54:38, matching_agentidentity id MBR-028771, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113790
- Record linked automatically0351ff52192026-10-19 19:52:09, matching_agentidentity id MBR-028771, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113790
- Record linked automaticallya574994e742026-10-19 19:45:42, matching_agentidentity id MBR-028771, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113790
- Record linked automaticallye00ed7d5ce2026-10-19 19:32:31, matching_agentidentity id MBR-028771, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113790