Record, CLM, bronze and silver
CLM-407582
Received 2026-07-04T08:14:52Z, line 44,207 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 | ROBERT | Robert | Changed |
| Middle | — | — | Unchanged |
| Last name | OBRIEN | Obrien | Changed |
| Date of birth | 1956-09-11 | 1956-09-11 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-2128 | •••-••-2128 | Unchanged |
| Phone | +1 416 863 2056 | 4168632056 | Parsed |
| null·· | — | Cleared | |
| Address | 2522 BAYSHORE DRIVE Apt 32 | 2522 Bayshore Dr Apt 32 | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85027 | 85027 | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- robert|obrien
- Address key
- 2522|bayshore|85027
- Canonical first
- robert
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-109940 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025457
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Robert Obrien, 1956-09-11, 2 records, Verified
Evidence
Matched against ENR-109940
| 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
6 hash-chained entries for this record
- Record linked automatically6b808cc4b72026-10-22 12:43:54, matching_agentidentity id MBR-025457, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109940
- Record linked automatically9f3fe808642026-10-19 19:54:38, matching_agentidentity id MBR-025457, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109940
- Record linked automatically9053e763622026-10-19 19:52:09, matching_agentidentity id MBR-025457, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109940
- Record linked automatically78cea5cf4b2026-10-19 19:45:42, matching_agentidentity id MBR-025457, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109940
- Record linked automaticallyb9fefeaa052026-10-19 19:32:31, matching_agentidentity id MBR-025457, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109940
- Record linked automatically1d1f4e11dc2026-10-19 19:31:28, scoring_agentidentity id MBR-011035, confidence 0.857, method probabilistic, matched record ENR-109900, policy version 1