Record, CLM, bronze and silver
CLM-410405
Received 2026-01-10T11:46:24Z, line 12,545 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 | DEBORAH | Deborah | Changed |
| Middle | — | — | Unchanged |
| Last name | SMITH | Smith | Changed |
| Date of birth | ·1955-02-11 | 1955-02-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9405 | •••-••-9405 | Unchanged |
| Phone | 14476415070 | 4476415070 | Parsed |
| null | — | Cleared | |
| Address | 805 Market Street | 805 Market St | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75081 | 75081 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- deborah|smith
- Address key
- 805|market|75081
- Canonical first
- deborah
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
- 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-113670 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-410404 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-113669 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-425486 | 0.64 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003042
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Deborah Smith, 1955-02-11, 4 records, Verified
Evidence
Matched against ENR-113670
| 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 |
Audit
4 hash-chained entries for this record
- Record linked automaticallya8c231c0872026-10-19 19:54:38, matching_agentidentity id MBR-003042, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-113670
- Record linked automatically2ef8e5a3f82026-10-19 19:52:08, matching_agentidentity id MBR-003042, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-113670
- Record linked automatically2bd2815fa92026-10-19 19:45:41, matching_agentidentity id MBR-003042, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-113670
- Record linked automaticallya34af8d4222026-10-19 19:32:31, matching_agentidentity id MBR-003042, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-113670