Record, CLM, bronze and silver
CLM-401809
Received 2026-03-19T17:09:58Z, line 93,528 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 | Carlson, Joyce | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Carlson | Changed |
| Date of birth | 1956-07-15 | 1956-07-15 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-05360-87 | UHC-05360-87 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 2610 BASELINE ROAD | 2610 Baseline Rd | Changed |
| City | Glendale·· | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85327-5823 | 85327 | Changed |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.52
- Name key
- joyce|carlson
- Address key
- 2610|baseline|85327
- Canonical first
- joyce
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-50790 | 1.00 | Scored | — | Auto-linked |
| CLM-401808 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102360 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401807 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020352
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Carlson, 1956-07-15, 5 records, Verified
Evidence
Matched against TPA-50790
| 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 automatically079b097f072026-10-22 12:43:54, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record TPA-50790, policy version 1
- Record linked automatically2dc47eb09b2026-10-19 19:54:38, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record TPA-50790, policy version 1
- Record linked automaticallyd2d48992132026-10-19 19:52:09, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record TPA-50790, policy version 1
- Record linked automaticallyc36ce2a9382026-10-19 19:45:42, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record TPA-50790, policy version 1
- Record linked automatically561460b0e72026-10-19 19:32:31, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record TPA-50790, policy version 1
- Record linked automatically0b4a1ac9ce2026-10-19 19:31:28, matching_agentidentity id MBR-001299, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102341