Record, CLM, bronze and silver
CLM-413145
Received 2026-09-13T05:32:44Z, line 12,566 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 | Michael | Michael | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Chapman | Chapman | Unchanged |
| Date of birth | 9/1/1960 | 1960-09-01 | Parsed |
| Gender | -·· | — | Cleared |
| Member ID | UHC7896031 | UHC-78960-31 | Parsed |
| SSN | - | — | Cleared |
| Phone | -·· | — | Cleared |
| ···· | — | Unchanged | |
| Address | 3528 Bayshore Drive | 3528 Bayshore Dr | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33698 | 33698 | Unchanged |
| Group | GRP-2570 | GRP-2570 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- michael|chapman
- Address key
- 3528|bayshore|33698
- Canonical first
- michael
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| PRV-23806 | 0.99 | Scored | — | Auto-linked |
| ENR-117261 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-117262 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000134
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Michael Chapman, 1960-09-01, 4 records, Verified
Evidence
Matched against PRV-23806
| 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 automaticallye59bc9ba862026-10-19 19:54:38, scoring_agentidentity id MBR-000134, confidence 0.994, method probabilistic, matched record PRV-23806, policy version 1
- Record linked automatically7caee9adc22026-10-19 19:52:08, scoring_agentidentity id MBR-000134, confidence 0.994, method probabilistic, matched record PRV-23806, policy version 1
- Record linked automatically2aa0a776c72026-10-19 19:45:41, scoring_agentidentity id MBR-000134, confidence 0.994, method probabilistic, matched record PRV-23806, policy version 1
- Record linked automaticallye7717b885b2026-10-19 19:32:30, scoring_agentidentity id MBR-000134, confidence 0.994, method probabilistic, matched record PRV-23806, policy version 1
- Record linked automaticallyc59c9a28362026-10-19 19:31:28, scoring_agentidentity id MBR-013472, confidence 0.929, method probabilistic, matched record TPA-55756, policy version 1