Record, CLM, bronze and silver
CLM-405249
Received 2026-05-29T17:30:21Z, line 94,232 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 | ·Lawson, Kathryn | Kathryn | Changed |
| Middle | T | T | Unchanged |
| Last name | — | Lawson | Changed |
| Date of birth | Aug 8, 1984 | 1984-08-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-85546-13 | UHC-85546-13 | Unchanged |
| SSN | - | — | Cleared |
| Phone | NULL·· | — | Cleared |
| null | — | Cleared | |
| Address | 6848 Harbor Boulevard | 6848 Harbor Blvd | Changed |
| City | ·Phoenix | Phoenix | Changed |
| State | az | AZ | Changed |
| ZIP | 85001-3283 | 85001 | Changed |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.48
- Name key
- kathryn|lawson
- Address key
- 6848|harbor|85001
- Canonical first
- kathryn
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 code upper-casedTwo-letter state code upper-cased
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-52301 | 1.00 | Scored | — | Auto-linked |
| ENR-106876 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032830
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kathryn Lawson, 1984-08-08, 3 records, Verified
Evidence
Matched against TPA-52301
| 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 automaticallyc7287fd8ab2026-10-19 19:54:38, scoring_agentidentity id MBR-032830, confidence 1, method probabilistic, matched record TPA-52301, policy version 1
- Record linked automatically14c0b5ec172026-10-19 19:52:09, scoring_agentidentity id MBR-032830, confidence 1, method probabilistic, matched record TPA-52301, policy version 1
- Record linked automaticallyd72fa281432026-10-19 19:45:42, scoring_agentidentity id MBR-032830, confidence 1, method probabilistic, matched record TPA-52301, policy version 1
- Record linked automatically88fb4277832026-10-19 19:32:31, scoring_agentidentity id MBR-032830, confidence 1, method probabilistic, matched record TPA-52301, policy version 1
- Record linked automatically719f558c2e2026-10-19 19:31:28, scoring_agentidentity id MBR-018346, confidence 1, method probabilistic, matched record TPA-52353, policy version 1