Record, CLM, bronze and silver
CLM-422468
Received 2026-10-18T08:29:13Z, line 58,983 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 | EMMA | Emma | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 19860613 | 1986-06-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-14703-77 | UHC-14703-77 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 426-296-6586 | 4262966586 | Parsed |
| NULL | — | Cleared | |
| Address | 7127 Meadow Lane | 7127 Meadow Ln | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85285-4137 | 85285 | Changed |
| Group | GRP-7226 | GRP-7226 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.60
- Name key
- emma|mcdonald
- Address key
- 7127|meadow|85285
- Canonical first
- emma
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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-129444 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422469 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027469
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Emma McDonald, 1986-06-13, 3 records, Verified
Evidence
Matched against ENR-129444
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7a09b206982026-10-19 19:54:38, matching_agentidentity id MBR-027469, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129444
- Record linked automatically642a8e7a272026-10-19 19:52:09, matching_agentidentity id MBR-027469, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129444
- Record linked automatically5fc1dfd7982026-10-19 19:45:42, matching_agentidentity id MBR-027469, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129444
- Record linked automatically78fb0621ae2026-10-19 19:32:31, matching_agentidentity id MBR-027469, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129444
- Record linked automatically9644dbd77a2026-10-19 19:31:28, scoring_agentidentity id MBR-011141, confidence 0.996, method probabilistic, matched record CLM-422470, policy version 1