Record, CLM, bronze and silver
CLM-410506
Received 2026-10-18T01:34:52Z , line 50,722 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 | JOYCE | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | ROBERTS | Roberts | Changed |
| Date of birth | ·Jan 12, 2007 | 2007-01-12 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-91571-60 | UHC-91571-60 | Unchanged |
| SSN | - | — | Cleared |
| Phone | (337) 707-4840 | 3377074840 | Parsed |
| N/A | — | Cleared | |
| Address | 2751 Jefferson Avenue | 2751 Jefferson Ave | Changed |
| City | LOS ANGELES | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | 90046-4373 | 90046 | Changed |
| Group | GRP-2677 | GRP-2677 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.44
- Name key
- joyce|roberts
- Address key
- 2751|jefferson|90046
- Canonical first
- joyce
Quality flags
10 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| PRV-23029 | 1.00 | Scored | — | Auto-linked |
| ENR-113781 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022751
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Roberts, 2007-01-12, 3 records, Verified
Evidence
Matched against PRV-23029
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically918a1cf1e42026-10-19 19:54:38, scoring_agentidentity id MBR-022751, confidence 1, method probabilistic, matched record PRV-23029, policy version 1
- Record linked automaticallye958f501972026-10-19 19:52:09, scoring_agentidentity id MBR-022751, confidence 1, method probabilistic, matched record PRV-23029, policy version 1
- Record linked automaticallydcdd4b05072026-10-19 19:45:42, scoring_agentidentity id MBR-022751, confidence 1, method probabilistic, matched record PRV-23029, policy version 1
- Record linked automatically08e6ed99332026-10-19 19:32:31, scoring_agentidentity id MBR-022751, confidence 1, method probabilistic, matched record PRV-23029, policy version 1
- Record linked automaticallyea8e0827512026-10-19 19:31:28, matching_agentidentity id MBR-003611, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113889