Record, CLM, bronze and silver
CLM-425874
Received 2026-07-19T11:32:00Z, line 60,096 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 | JOHN | John | Changed |
| Middle | E | E | Unchanged |
| Last name | DEAN | Dean | Changed |
| Date of birth | 19830625 | 1983-06-25 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-03494-74 | UHC-03494-74 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 2971 Broadway | 2971 Broadway | Unchanged |
| City | ·Fresno | Fresno | Changed |
| State | ca | CA | Changed |
| ZIP | ·93700 | 93700 | Changed |
| Group | ·GRP-5396 | GRP-5396 | Changed |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.76
- Name key
- john|dean
- Address key
- 2971|broadway|93700
- Canonical first
- john
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)
- State code upper-casedTwo-letter state code upper-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 |
|---|---|---|---|---|
| ENR-133843 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-133842 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61426 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035885
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: John Dean, 1983-06-25, 4 records, Verified
Evidence
Matched against ENR-133843
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4accfea4c42026-10-19 19:54:39, matching_agentidentity id MBR-035885, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133843
- Record linked automatically167928826c2026-10-19 19:52:09, matching_agentidentity id MBR-035885, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133843
- Record linked automatically5862227ef92026-10-19 19:45:42, matching_agentidentity id MBR-035885, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133843
- Record linked automatically7561916e552026-10-19 19:32:31, matching_agentidentity id MBR-035885, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133843
- Record linked automatically5cc427570e2026-10-19 19:31:28, matching_agentidentity id MBR-022812, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134150