Record, CLM, bronze and silver
CLM-403557
Received 2026-09-18T18:22:12Z, line 74,475 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 | MARILYN | Marilyn | Changed |
| Middle | G | G | Unchanged |
| Last name | HAYES | Hayes | Changed |
| Date of birth | 1971-05-03 | 1971-05-03 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | UHC-81234-76 | UHC-81234-76 | Unchanged |
| SSN | N/A·· | — | Cleared |
| Phone | ·741-200-4925 | 7412004925 | Parsed |
| marilyn.hayes83@gmail.com | marilyn.hayes83@gmail.com | Unchanged | |
| Address | 9800 Grand Ave Apt 14 | 9800 Grand Ave Apt 14 | Unchanged |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28207 | 28207 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- marilyn|hayes
- Address key
- 9800|grand|28207
- Canonical first
- marilyn
Quality flags
5 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-403556 | 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-403556
| 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 automatically91153098202026-10-22 12:43:55, matching_agentidentity id MBR-037320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403556
- Record linked automatically953025602f2026-10-19 19:54:39, matching_agentidentity id MBR-037320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403556
- Record linked automaticallybd2a85469e2026-10-19 19:52:09, matching_agentidentity id MBR-037320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403556
- Record linked automaticallye1ef5b6c9a2026-10-19 19:45:42, matching_agentidentity id MBR-037320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403556
- Record linked automatically49ca7c7efa2026-10-19 19:32:31, matching_agentidentity id MBR-037320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403556
- Record linked automaticallyf94e9ec2f82026-10-19 19:31:28, matching_agentidentity id MBR-024620, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104622