Record, CLM, bronze and silver
CLM-407641
Received 2026-04-19T03:39:34Z, line 96,272 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 | edward | Edward | Changed |
| Middle | — | — | Unchanged |
| Last name | brooks | Brooks | Changed |
| Date of birth | 01-02-1938 | 1938-02-01 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | ·(795) 897-5348 | 7958975348 | Parsed |
| edward.brooks96@icloud.com | edward.brooks96@icloud.com | Unchanged | |
| Address | 3916 APACHE BOULEVARD | 3916 Apache Blvd | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55377 | 55377 | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- edward|brooks
- Address key
- 3916|apache|55377
- Canonical first
- edward
Quality flags
8 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-110017 | 1.00 | Scored | — | Auto-linked |
| CLM-407642 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010187
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Edward Brooks, 1938-02-01, 3 records, Verified
Evidence
Matched against ENR-110017
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3b37f3e41f2026-10-19 19:54:38, scoring_agentidentity id MBR-010187, confidence 1, method probabilistic, matched record ENR-110017, policy version 1
- Record linked automatically751d423c7f2026-10-19 19:52:09, scoring_agentidentity id MBR-010187, confidence 1, method probabilistic, matched record ENR-110017, policy version 1
- Record linked automatically430baabb6d2026-10-19 19:45:42, scoring_agentidentity id MBR-010187, confidence 1, method probabilistic, matched record ENR-110017, policy version 1
- Record linked automatically5bd14a8cc32026-10-19 19:32:31, scoring_agentidentity id MBR-010187, confidence 1, method probabilistic, matched record ENR-110017, policy version 1
- Record linked automatically3d0ac19ec42026-10-19 19:31:28, matching_agentidentity id MBR-034047, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407642