Record, CLM , bronze and silver
CLM-403556
Received 2026-07-05T02:36:52Z, line 76,621 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 | Marilyn·· | Marilyn | Changed |
| Middle | G | G | Unchanged |
| Last name | Hayes | Hayes | Unchanged |
| Date of birth | 05/03/1971 | 1971-05-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-81234-76 | UHC-81234-76 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (741) 200-4925 | 7412004925 | Parsed |
| - | — | Cleared | |
| Address | 9800 Grand Avenue Apt 30 | 9800 Grand Ave Apt 30 | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC·· | NC | Changed |
| ZIP | ·28207 | 28207 | Changed |
| Group | GRP-3666 | GRP-3666 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- marilyn|hayes
- Address key
- 9800|grand|28207
- Canonical first
- marilyn
Quality flags
7 raised during normalisation
- 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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 |
|---|---|---|---|---|
| CLM-403557 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51547 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-037320
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Marilyn Hayes, 1971-05-03, 3 records, Verified
Evidence
Matched against CLM-403557
| 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 | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically95af6ce6df2026-10-22 12:43:55, matching_agentidentity id MBR-037320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403557
- Record linked automatically3d5bc515b22026-10-19 19:54:39, matching_agentidentity id MBR-037320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403557
- Record linked automaticallyd00439ba342026-10-19 19:52:09, matching_agentidentity id MBR-037320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403557
- Record linked automatically108d2b947e2026-10-19 19:45:42, matching_agentidentity id MBR-037320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403557
- Record linked automatically1574d82a642026-10-19 19:32:31, matching_agentidentity id MBR-037320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403557
- Record linked automatically3b50ee93a82026-10-19 19:31:28, matching_agentidentity id MBR-007425, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104618