Record, CLM, bronze and silver
CLM-403147
Received 2026-04-18T00:20:26Z, line 88,555 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 | James, Margaret | Margaret | Changed |
| Middle | — | — | Unchanged |
| Last name | — | James | Changed |
| Date of birth | 1943-09-04 | 1943-09-04 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | •••-••-6134 | •••-••-6134 | Parsed |
| Phone | NULL·· | — | Cleared |
| N/A | — | Cleared | |
| Address | 831 GRAND AVENUE | 831 Grand Ave | Changed |
| City | TEMPE | Tempe | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85240 | 85240 | Unchanged |
| Group | GRP-7770 | GRP-7770 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- margaret|james
- Address key
- 831|grand|85240
- Canonical first
- margaret
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
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-403148 | 1.00 | Scored | — | Auto-linked |
| TPA-51344 | 1.00 | Scored | — | Auto-linked |
| ENR-104082 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-104083 | 0.86 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026403
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Margaret James, 1943-09-04, 5 records, Verified
Evidence
Matched against CLM-403148
| 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 automatically4156ff769c2026-10-19 19:54:38, scoring_agentidentity id MBR-026403, confidence 1, method probabilistic, matched record CLM-403148, policy version 1
- Record linked automatically9153bc78052026-10-19 19:52:09, scoring_agentidentity id MBR-026403, confidence 1, method probabilistic, matched record CLM-403148, policy version 1
- Record linked automaticallydc44634b4f2026-10-19 19:45:42, scoring_agentidentity id MBR-026403, confidence 1, method probabilistic, matched record CLM-403148, policy version 1
- Record linked automatically429d51a6232026-10-19 19:32:31, scoring_agentidentity id MBR-026403, confidence 1, method probabilistic, matched record CLM-403148, policy version 1
- Record linked automatically509a5147782026-10-19 19:31:28, matching_agentidentity id MBR-001987, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403148