Record, CLM, bronze and silver
CLM-421335
Received 2026-01-24T19:00:58Z, line 63,118 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 | Maria E | Maria | Changed |
| Middle | — | E | Changed |
| Last name | Spencer | Spencer | Unchanged |
| Date of birth | 1977-03-27 | 1977-03-27 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-8629 | •••-••-8629 | Unchanged |
| Phone | 725-450-9368 | 7254509368 | Parsed |
| NULL | — | Cleared | |
| Address | 973 Sage Court | 973 Sage Ct | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55349 | 55349 | Unchanged |
| Group | GRP-4460 | GRP-4460 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- maria|spencer
- Address key
- 973|sage|55349
- Canonical first
- maria
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- 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 |
|---|---|---|---|---|
| PRV-26286 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-127963 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004414
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Maria Spencer, 1977-03-27, 3 records, Verified
Evidence
Matched against ENR-127963
| 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
4 hash-chained entries for this record
- Record linked automatically1de8ba51e32026-10-19 19:54:38, matching_agentidentity id MBR-004414, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127963
- Record linked automaticallyec012817cd2026-10-19 19:52:08, matching_agentidentity id MBR-004414, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127963
- Record linked automatically7acc6dd4412026-10-19 19:45:42, matching_agentidentity id MBR-004414, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127963
- Record linked automaticallyaf7bb9aa7e2026-10-19 19:32:31, matching_agentidentity id MBR-004414, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127963