Record, CLM, bronze and silver
CLM-424691
Received 2026-06-23T07:42:44Z, line 91,782 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 | ·JULIA | Julia | Changed |
| Middle | — | — | Unchanged |
| Last name | DEAN | Dean | Changed |
| Date of birth | ·19870617 | 1987-06-17 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 5101 Central Avenue | 5101 Central Ave | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85221-9351 | 85221 | Changed |
| Group | GRP-7190 | GRP-7190 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- julia|dean
- Address key
- 5101|central|85221
- Canonical first
- julia
Quality flags
7 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-424692 | 1.00 | Scored | — | Auto-linked |
| CLM-424690 | 0.83 | Scored | — | Sent to steward |
| CLM-424693 | 0.83 | Scored | — | Sent to steward |
| ENR-132253 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023940
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julia Dean, 1987-06-17, 4 records, Verified
Evidence
Matched against CLM-424692
| 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 automaticallyaaf00d3ff32026-10-19 19:54:38, scoring_agentidentity id MBR-023940, confidence 1, method probabilistic, matched record CLM-424692, policy version 1
- Record linked automaticallyf89a73bfac2026-10-19 19:52:09, scoring_agentidentity id MBR-023940, confidence 1, method probabilistic, matched record CLM-424692, policy version 1
- Record linked automatically6a08568fe02026-10-19 19:45:42, scoring_agentidentity id MBR-023940, confidence 1, method probabilistic, matched record CLM-424692, policy version 1
- Record linked automaticallyb1b46abce22026-10-19 19:32:31, scoring_agentidentity id MBR-023940, confidence 1, method probabilistic, matched record CLM-424692, policy version 1
- Record linked automatically9407434d242026-10-19 19:31:28, matching_agentidentity id MBR-038200, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132486