Record, CLM, bronze and silver
CLM-425613
Received 2026-03-25T23:28:41Z, line 21,509 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 | lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | ·ray | Ray | Changed |
| Date of birth | 1956-01-12 | 1956-01-12 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-59761-26 | UHC-59761-26 | Unchanged |
| SSN | •••-••-0043 | •••-••-0043 | Unchanged |
| Phone | ·13568097738 | 3568097738 | Parsed |
| N/A | — | Cleared | |
| Address | 9749 Meadow Lane | 9749 Meadow Ln | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL·· | FL | Changed |
| ZIP | 32822 | 32822 | Unchanged |
| Group | GRP-3023 | GRP-3023 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- lauren|ray
- Address key
- 9749|meadow|32822
- Canonical first
- lauren
Quality flags
7 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
- 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 |
|---|---|---|---|---|
| TPA-61298 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022063
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Lauren Ray, 1956-01-12, 2 records, Verified
Evidence
Matched against TPA-61298
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically9c2237f9cd2026-10-19 19:54:38, matching_agentidentity id MBR-022063, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61298
- Record linked automatically9e914691212026-10-19 19:52:09, matching_agentidentity id MBR-022063, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61298
- Record linked automatically5f6ebf7d8f2026-10-19 19:45:42, matching_agentidentity id MBR-022063, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61298
- Record linked automatically60ae400f302026-10-19 19:32:31, matching_agentidentity id MBR-022063, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61298
- Record linked automatically7e9c00abdb2026-10-19 19:31:28, matching_agentidentity id MBR-014614, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133795