Record, CLM, bronze and silver
CLM-418433
Received 2026-01-30T06:11:29Z, line 43,936 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 | BARBARA | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | JAMES | James | Changed |
| Date of birth | 6/23/1988 | 1988-06-23 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-77875-98 | UHC-77875-98 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 2480 Ocean Avenue | 2480 Ocean Ave | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33103·· | 33103 | Changed |
| Group | GRP-9657 | GRP-9657 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- barbara|james
- Address key
- 2480|ocean|33103
- Canonical first
- barbara
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-25462 | 1.00 | Scored | — | Auto-linked |
| PRV-25461 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-124254 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008862
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara James, 1988-06-23, 4 records, Verified
Evidence
Matched against PRV-25462
| 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 automatically56e674eacd2026-10-19 19:54:38, scoring_agentidentity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
- Record linked automatically8f99a291fd2026-10-19 19:52:09, scoring_agentidentity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
- Record linked automatically7bb32cb3972026-10-19 19:45:42, scoring_agentidentity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
- Record linked automatically1b97658e152026-10-19 19:32:31, scoring_agentidentity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
- Record linked automatically6e9491a1522026-10-19 19:31:28, matching_agentidentity id MBR-025007, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124114