Record, CLM, bronze and silver
CLM-428479
Received 2026-07-12T10:58:34Z, line 52,430 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LINDA | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | BOYD | Boyd | Changed |
| Date of birth | 03/26/1993 | 1993-03-26 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-4932 | •••-••-4932 | Parsed |
| Phone | (921) 319-1642 | 9213191642 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 3073 HIGHLAND AVENUE | 3073 Highland Ave | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32282 | 32282 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- linda|boyd
- Address key
- 3073|highland|32282
- Canonical first
- linda
Quality flags
7 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
- 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-28359 | 1.00 | Scored | — | Auto-linked |
| ENR-137359 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019634
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Linda Boyd, 1993-03-26, 3 records, Verified
Evidence
Matched against PRV-28359
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically107319e52f2026-10-22 12:43:54, scoring_agentidentity id MBR-019634, confidence 1, method probabilistic, matched record PRV-28359, policy version 1
- Record linked automatically2df2b356552026-10-19 19:54:38, scoring_agentidentity id MBR-019634, confidence 1, method probabilistic, matched record PRV-28359, policy version 1
- Record linked automatically09abcf36502026-10-19 19:52:09, scoring_agentidentity id MBR-019634, confidence 1, method probabilistic, matched record PRV-28359, policy version 1
- Record linked automatically9a4ff599312026-10-19 19:45:42, scoring_agentidentity id MBR-019634, confidence 1, method probabilistic, matched record PRV-28359, policy version 1
- Record linked automatically576faed1fd2026-10-19 19:32:31, scoring_agentidentity id MBR-019634, confidence 1, method probabilistic, matched record PRV-28359, policy version 1
- Record linked automatically5d840f03af2026-10-19 19:31:28, matching_agentidentity id MBR-025695, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137610