Record, CLM, bronze and silver
CLM-422114
Received 2026-06-26T00:56:51Z, line 48,510 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Gloria·· | Gloria | Changed |
| Middle | — | — | Unchanged |
| Last name | Brooks·· | Brooks | Changed |
| Date of birth | 1946-03-27 | 1946-03-27 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-0961 | •••-••-0961 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| GLORIA.BROOKS@GMAIL.COM | gloria.brooks@gmail.com | Changed | |
| Address | 9448 CEDAR LANE Apt 27 | 9448 Cedar Ln Apt 27 | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL·· | FL | Changed |
| ZIP | 32813 | 32813 | Unchanged |
| Group | GRP-2290 | GRP-2290 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.48
- Name key
- gloria|brooks
- Address key
- 9448|cedar|32813
- Canonical first
- gloria
Quality flags
8 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- Email lower-casedEmail lower-cased
- 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-59709 | 0.99 | Scored | — | Auto-linked |
| ENR-128970 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-128971 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-422113 | 0.83 | Scored | — | Sent to steward |
| CLM-422112 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017971
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gloria Brooks, 1946-03-27, 6 records, Verified
Evidence
Matched against TPA-59709
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically297b6ac6252026-10-19 19:54:38, scoring_agentidentity id MBR-017971, confidence 0.993, method probabilistic, matched record TPA-59709, policy version 1
- Record linked automatically6e7a8887f72026-10-19 19:52:09, scoring_agentidentity id MBR-017971, confidence 0.993, method probabilistic, matched record TPA-59709, policy version 1
- Record linked automaticallybee44c6d942026-10-19 19:45:42, scoring_agentidentity id MBR-017971, confidence 0.993, method probabilistic, matched record TPA-59709, policy version 1
- Record linked automatically325c10ff232026-10-19 19:32:31, scoring_agentidentity id MBR-017971, confidence 0.993, method probabilistic, matched record TPA-59709, policy version 1
- Record linked automatically1447e179ab2026-10-19 19:31:28, matching_agentidentity id MBR-004490, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129089