Record, CLM, bronze and silver
CLM-413445
Received 2026-03-07T05:37:22Z , line 87,448 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 | EMILY | Emily | Changed |
| Middle | — | — | Unchanged |
| Last name | SANDES | Sandes | Changed |
| Date of birth | 19430620 | 1943-06-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC1525288 | UHC-15252-88 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 695-288-8530 | 6952888530 | Parsed |
| — | — | Unchanged | |
| Address | 1004 Central Avenue | 1004 Central Ave | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85313 | 85313 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- emily|sandes
- Address key
- 1004|central|85313
- Canonical first
- emily
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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-413447 | 0.99 | Scored | — | Auto-linked |
| CLM-413446 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017977
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Emily Sanders, 1943-06-20, 3 records, Verified
Evidence
Matched against CLM-413447
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7956974a402026-10-19 19:54:38, scoring_agentidentity id MBR-017977, confidence 0.992, method probabilistic, matched record CLM-413447, policy version 1
- Record linked automaticallyce2cd1760e2026-10-19 19:52:09, scoring_agentidentity id MBR-017977, confidence 0.992, method probabilistic, matched record CLM-413447, policy version 1
- Record linked automaticallyea3d1767c62026-10-19 19:45:42, scoring_agentidentity id MBR-017977, confidence 0.992, method probabilistic, matched record CLM-413447, policy version 1
- Record linked automaticallycb26ae37042026-10-19 19:32:31, scoring_agentidentity id MBR-017977, confidence 0.992, method probabilistic, matched record CLM-413447, policy version 1
- Record linked automaticallyd61114df6b2026-10-19 19:31:28, matching_agentidentity id MBR-017329, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413444