Record, CLM, bronze and silver
CLM-412194
Received 2026-03-31T11:05:20Z, line 61,193 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 | RALPH | Ralph | Changed |
| Middle | — | — | Unchanged |
| Last name | RIOS | Rios | Changed |
| Date of birth | 19400912 | 1940-09-12 | Parsed |
| Gender | null | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (352) 973-6896 | 3529736896 | Parsed |
| N/A | — | Cleared | |
| Address | 7140 Broadway | 7140 Broadway | Unchanged |
| City | ·Plano | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75082 | 75082 | Unchanged |
| Group | GRP-0219 | GRP-0219 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.90
- Name key
- ralph|rios
- Address key
- 7140|broadway|75082
- Canonical first
- ralph
Quality flags
5 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
- 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-116065 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023195
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Rios, 1940-09-12, 2 records, Verified
Evidence
Matched against ENR-116065
| 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 automatically8d4fa8ef932026-10-22 12:43:54, scoring_agentidentity id MBR-023195, confidence 1, method probabilistic, matched record ENR-116065, policy version 1
- Record linked automatically001e8b08ab2026-10-19 19:54:38, scoring_agentidentity id MBR-023195, confidence 1, method probabilistic, matched record ENR-116065, policy version 1
- Record linked automatically861a28e4bf2026-10-19 19:52:09, scoring_agentidentity id MBR-023195, confidence 1, method probabilistic, matched record ENR-116065, policy version 1
- Record linked automatically85c2d0acb72026-10-19 19:45:42, scoring_agentidentity id MBR-023195, confidence 1, method probabilistic, matched record ENR-116065, policy version 1
- Record linked automaticallyd30696052f2026-10-19 19:32:31, scoring_agentidentity id MBR-023195, confidence 1, method probabilistic, matched record ENR-116065, policy version 1
- Record linked automatically42bb941fff2026-10-19 19:31:28, scoring_agentidentity id MBR-008655, confidence 1, method probabilistic, matched record CLM-412195, policy version 1