Record, CLM, bronze and silver
CLM-422796
Received 2026-04-03T06:31:42Z , line 8,726 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 | SHIRLEY | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | HUNTER | Hunter | Changed |
| Date of birth | 03/17/58 | 1958-03-17 | Parsed |
| Gender | - | — | Cleared |
| Member ID | ·UHC-87251-20 | UHC-87251-20 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | 834-466-2722 | 8344662722 | Parsed |
| — | — | Unchanged | |
| Address | 4214 Spring Street | 4214 Spring St | Changed |
| City | San Diego·· | San Diego | Changed |
| State | California | CA | Changed |
| ZIP | 92173 | 92173 | Unchanged |
| Group | null | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.48
- Name key
- shirley|hunter
- Address key
- 4214|spring|92173
- Canonical first
- shirley
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| TPA-60009 | 1.00 | Scored | — | Auto-linked |
| CLM-422798 | 1.00 | Scored | — | Auto-linked |
| CLM-422797 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021914
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Hunter, 1958-03-17, 4 records, Verified
Evidence
Matched against CLM-422798
| 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 automatically589fc908e82026-10-19 19:54:38, scoring_agentidentity id MBR-021914, confidence 1, method probabilistic, matched record CLM-422798, policy version 1
- Record linked automaticallyd16b63c8252026-10-19 19:52:09, scoring_agentidentity id MBR-021914, confidence 1, method probabilistic, matched record CLM-422798, policy version 1
- Record linked automaticallyaa7d19b17f2026-10-19 19:45:42, scoring_agentidentity id MBR-021914, confidence 1, method probabilistic, matched record CLM-422798, policy version 1
- Record linked automatically4998d6f22b2026-10-19 19:32:31, scoring_agentidentity id MBR-021914, confidence 1, method probabilistic, matched record CLM-422798, policy version 1
- Record linked automatically7021652aa72026-10-19 19:31:28, matching_agentidentity id MBR-002746, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422798