Record, CLM, bronze and silver
CLM-404575
Received 2026-01-22T15:21:08Z, line 97,772 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 | Carroll, Judith | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Carroll | Changed |
| Date of birth | 1939-03-06 | 1939-03-06 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-51003-01 | UHC-51003-01 | Unchanged |
| SSN | •••-••-6791 | •••-••-6791 | Unchanged |
| Phone | (220) 253-8358 | 2202538358 | Parsed |
| null | — | Cleared | |
| Address | 9103 Church Street | 9103 Church St | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85075 | 85075 | Unchanged |
| Group | null·· | — | Cleared |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.46
- Name key
- judith|carroll
- Address key
- 9103|church|85075
- Canonical first
- judith
Quality flags
9 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006721
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Carroll, 1939-03-06, 3 records, Verified
Evidence
Matched against TPA-52001
| 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 automaticallya9b6d9c65c2026-10-19 19:54:38, scoring_agentidentity id MBR-006721, confidence 1, method probabilistic, matched record TPA-52001, policy version 1
- Record linked automatically92c620a5fc2026-10-19 19:52:09, scoring_agentidentity id MBR-006721, confidence 1, method probabilistic, matched record TPA-52001, policy version 1
- Record linked automaticallyde0b67ca762026-10-19 19:45:42, scoring_agentidentity id MBR-006721, confidence 1, method probabilistic, matched record TPA-52001, policy version 1
- Record linked automatically8a9f47568f2026-10-19 19:32:31, scoring_agentidentity id MBR-006721, confidence 1, method probabilistic, matched record TPA-52001, policy version 1
- Record linked automaticallya1e283ac692026-10-19 19:31:28, matching_agentidentity id MBR-020395, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105973