Record, CLM, bronze and silver
CLM-420348
Received 2026-01-14T08:44:58Z, line 35,253 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 | evelyn | Evelyn | Changed |
| Middle | — | — | Unchanged |
| Last name | ramos | Ramos | Changed |
| Date of birth | 1989-05-05 | 1989-05-05 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 639-560-3325 | 6395603325 | Parsed |
| NULL | — | Cleared | |
| Address | 8644 ELM ST | 8644 Elm St | Changed |
| City | Plano | Plano | Unchanged |
| State | TX·· | TX | Changed |
| ZIP | 75019 | 75019 | Unchanged |
| Group | GRP-4998 | GRP-4998 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- evelyn|ramos
- Address key
- 8644|elm|75019
- Canonical first
- evelyn
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 |
|---|---|---|---|---|
| CLM-420349 | 1.00 | Scored | — | Auto-linked |
| ENR-126755 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004230
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Evelyn Ramos, 1989-05-05, 3 records, Verified
Evidence
Matched against CLM-420349
| 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
5 hash-chained entries for this record
- Record linked automatically474cae62d42026-10-19 19:54:38, scoring_agentidentity id MBR-004230, confidence 1, method probabilistic, matched record CLM-420349, policy version 1
- Record linked automatically89cacd43192026-10-19 19:52:08, scoring_agentidentity id MBR-004230, confidence 1, method probabilistic, matched record CLM-420349, policy version 1
- Record linked automaticallyccbff5a2582026-10-19 19:45:42, scoring_agentidentity id MBR-004230, confidence 1, method probabilistic, matched record CLM-420349, policy version 1
- Record linked automatically298c27a0812026-10-19 19:32:31, scoring_agentidentity id MBR-004230, confidence 1, method probabilistic, matched record CLM-420349, policy version 1
- Record linked automatically4891576bf92026-10-19 19:31:28, matching_agentidentity id MBR-011795, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25957