Record, CLM, bronze and silver
CLM-409543
Received 2026-09-16T10:23:51Z, line 51,530 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 | STEPHANIE | Stephanie | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | Mar 28, 1973 | 1973-03-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-36102-54 | UHC-36102-54 | Unchanged |
| SSN | - | — | Cleared |
| Phone | UNKNOWN·· | — | Cleared |
| — | — | Unchanged | |
| Address | 6263 Ocean Avenue #311 | 6263 Ocean Ave # 311 | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85252 | 85252 | Unchanged |
| Group | GRP-6122 | GRP-6122 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- stephanie|nichols
- Address key
- 6263|ocean|85252
- Canonical first
- stephanie
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)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-54147 | 1.00 | Scored | — | Auto-linked |
| ENR-112564 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023015
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Stephanie Nichols, 1973-03-28, 3 records, Verified
Evidence
Matched against TPA-54147
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyf79fb2a4a42026-10-22 12:43:54, scoring_agentidentity id MBR-023015, confidence 1, method probabilistic, matched record TPA-54147, policy version 1
- Record linked automatically8180c74c472026-10-19 19:54:38, scoring_agentidentity id MBR-023015, confidence 1, method probabilistic, matched record TPA-54147, policy version 1
- Record linked automatically57964711d82026-10-19 19:52:09, scoring_agentidentity id MBR-023015, confidence 1, method probabilistic, matched record TPA-54147, policy version 1
- Record linked automatically0b462667d02026-10-19 19:45:42, scoring_agentidentity id MBR-023015, confidence 1, method probabilistic, matched record TPA-54147, policy version 1
- Record linked automatically95a63072c52026-10-19 19:32:31, scoring_agentidentity id MBR-023015, confidence 1, method probabilistic, matched record TPA-54147, policy version 1
- Record linked automaticallyb8997e30862026-10-19 19:31:28, scoring_agentidentity id MBR-018165, confidence 1, method probabilistic, matched record CLM-409544, policy version 1