Record, CLM, bronze and silver
CLM-427454
Received 2026-01-01T16:01:16Z, line 98,682 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 | sean | Sean | Changed |
| Middle | — | — | Unchanged |
| Last name | day | Day | Changed |
| Date of birth | 08/17/1972 | 1972-08-17 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-2012 | •••-••-2012 | Unchanged |
| Phone | 2712887437 | 2712887437 | Unchanged |
| — | — | Unchanged | |
| Address | 7625 Baseline Road | 7625 Baseline Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85225 | 85225 | Changed |
| Group | UNKNOWN·· | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- sean|day
- Address key
- 7625|baseline|85225
- Canonical first
- sean
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 |
|---|---|---|---|---|
| ENR-135976 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-135977 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000197
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sean Day, 1972-08-17, 3 records, Verified
Evidence
Matched against ENR-135976
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye99320eb112026-10-19 19:54:38, matching_agentidentity id MBR-000197, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-135976
- Record linked automatically16cf8aa3ed2026-10-19 19:52:08, matching_agentidentity id MBR-000197, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-135976
- Record linked automatically31bc73c9802026-10-19 19:45:41, matching_agentidentity id MBR-000197, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-135976
- Record linked automaticallyd3d431b7302026-10-19 19:32:30, matching_agentidentity id MBR-000197, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-135976
- Record linked automaticallybe9573420c2026-10-19 19:31:28, matching_agentidentity id MBR-005095, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427453