Record, CLM , bronze and silver
CLM-424315
Received 2026-02-20T13:46:42Z, line 84,747 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | LUNA | Luna | Changed |
| Date of birth | 2005-10-19 | 2005-10-19 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-78389-73 | UHC-78389-73 | Unchanged |
| SSN | •••-••-9278 | •••-••-9278 | Unchanged |
| Phone | (723) 324-4238 | 7233244238 | Parsed |
| N/A | — | Cleared | |
| Address | 6521 Spring Street | 6521 Spring St | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43299 | 43299 | Unchanged |
| Group | GRP-8391 | GRP-8391 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- michelle|luna
- Address key
- 6521|spring|43299
- Canonical first
- michelle
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-131779 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424314 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014569
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Michelle Luna, 2005-10-19, 2 records, Verified
Evidence
Matched against ENR-131779
| 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 | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically96e20f13f22026-10-19 19:54:38, matching_agentidentity id MBR-014569, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131779
- Record linked automaticallyba273535c72026-10-19 19:52:09, matching_agentidentity id MBR-014569, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131779
- Record linked automatically1f7deb35d82026-10-19 19:45:42, matching_agentidentity id MBR-014569, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131779
- Record linked automatically64083684232026-10-19 19:32:31, matching_agentidentity id MBR-014569, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131779
- Record linked automatically239c965d5f2026-10-19 19:31:28, scoring_agentidentity id MBR-038208, confidence 1, method probabilistic, matched record TPA-60700, policy version 1