Record, CLM, bronze and silver
CLM-423659
Received 2026-10-06T07:00:00Z, line 47,984 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 | GLORIA | Gloria | Changed |
| Middle | G | G | Unchanged |
| Last name | WILSON | Wilson | Changed |
| Date of birth | 1984-11-23 | 1984-11-23 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | •••-••-9851 | •••-••-9851 | Unchanged |
| Phone | (964) 314-0894 | 9643140894 | Parsed |
| null | — | Cleared | |
| Address | 4217 River Road | 4217 River Rd | Changed |
| City | AUSTIN | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78785 | 78785 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- gloria|wilson
- Address key
- 4217|river|78785
- Canonical first
- gloria
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- 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-423660 | 0.99 | Scored | — | Auto-linked |
| ENR-130948 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010319
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gloria Wilson, 1984-11-23, 3 records, Verified
Evidence
Matched against CLM-423660
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically9e8310f8052026-10-22 12:43:54, scoring_agentidentity id MBR-010319, confidence 0.994, method probabilistic, matched record CLM-423660, policy version 1
- Record linked automatically802598a67c2026-10-19 19:54:38, scoring_agentidentity id MBR-010319, confidence 0.994, method probabilistic, matched record CLM-423660, policy version 1
- Record linked automatically083cdec4322026-10-19 19:52:09, scoring_agentidentity id MBR-010319, confidence 0.994, method probabilistic, matched record CLM-423660, policy version 1
- Record linked automatically2e9f9e74bb2026-10-19 19:45:42, scoring_agentidentity id MBR-010319, confidence 0.994, method probabilistic, matched record CLM-423660, policy version 1
- Record linked automatically61d1e09e682026-10-19 19:32:31, scoring_agentidentity id MBR-010319, confidence 0.994, method probabilistic, matched record CLM-423660, policy version 1
- Record linked automatically58c57e9a472026-10-19 19:31:28, matching_agentidentity id MBR-014231, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423658