Record, CLM, bronze and silver
CLM-431797
Received 2026-04-23T04:53:13Z, line 12,218 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, Catherine | Catherine | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Carroll | Changed |
| Date of birth | 09/27/1972 | 1972-09-27 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | NULL·· | — | Cleared |
| SSN | •••-••-5124 | •••-••-5124 | Unchanged |
| Phone | (429) 308-7050 | 4293087050 | Parsed |
| catherine.carroll70@outlook.com | catherine.carroll70@outlook.com | Unchanged | |
| Address | 1286 Broadway | 1286 Broadway | Unchanged |
| City | CHANDLER | Chandler | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85236-9496 | 85236 | Changed |
| Group | GRP-2385 | GRP-2385 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- catherine|carroll
- Address key
- 1286|broadway|85236
- Canonical first
- catherine
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-431796 | 1.00 | Scored | — | Auto-linked |
| ENR-141714 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026675
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Catherine Carroll, 1972-09-27, 3 records, Verified
Evidence
Matched against CLM-431796
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0447d3a1002026-10-22 12:43:54, scoring_agentidentity id MBR-026675, confidence 0.997, method probabilistic, matched record CLM-431796, policy version 1
- Record linked automaticallya2396cf1792026-10-19 19:54:38, scoring_agentidentity id MBR-026675, confidence 0.997, method probabilistic, matched record CLM-431796, policy version 1
- Record linked automaticallyafa9c27f872026-10-19 19:52:09, scoring_agentidentity id MBR-026675, confidence 0.997, method probabilistic, matched record CLM-431796, policy version 1
- Record linked automatically8248dfc5852026-10-19 19:45:42, scoring_agentidentity id MBR-026675, confidence 0.997, method probabilistic, matched record CLM-431796, policy version 1
- Record linked automatically303023294f2026-10-19 19:32:31, scoring_agentidentity id MBR-026675, confidence 0.997, method probabilistic, matched record CLM-431796, policy version 1
- Record linked automatically224c2319152026-10-19 19:31:28, scoring_agentidentity id MBR-008729, confidence 1, method probabilistic, matched record CLM-431796, policy version 1