Record, CLM, bronze and silver
CLM-428823
Received 2026-07-15T04:31:07Z, line 38,739 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 | Carlos | Carlos | Unchanged |
| Middle | V | V | Unchanged |
| Last name | Bryant | Bryant | Unchanged |
| Date of birth | 19540918 | 1954-09-18 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-52690-27 | UHC-52690-27 | Parsed |
| SSN | •••-••-5672 | •••-••-5672 | Unchanged |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | 6753 HILLCREST ROAD | 6753 Hillcrest Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33609 | 33609 | Unchanged |
| Group | ·GRP-6589 | GRP-6589 | Changed |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- carlos|bryant
- Address key
- 6753|hillcrest|33609
- Canonical first
- carlos
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-62731 | 1.00 | Scored | — | Auto-linked |
| ENR-137804 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428822 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28471 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017343
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carlos Bryant, 1954-09-18, 5 records, Verified
Evidence
Matched against TPA-62731
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyffe9325cec2026-10-19 19:54:38, scoring_agentidentity id MBR-017343, confidence 1, method probabilistic, matched record TPA-62731, policy version 1
- Record linked automatically82f42712262026-10-19 19:52:09, scoring_agentidentity id MBR-017343, confidence 1, method probabilistic, matched record TPA-62731, policy version 1
- Record linked automatically5bef66a9312026-10-19 19:45:42, scoring_agentidentity id MBR-017343, confidence 1, method probabilistic, matched record TPA-62731, policy version 1
- Record linked automatically9d9eae055b2026-10-19 19:32:31, scoring_agentidentity id MBR-017343, confidence 1, method probabilistic, matched record TPA-62731, policy version 1
- Record linked automatically0183223a472026-10-19 19:31:28, matching_agentidentity id MBR-005038, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428824