Record, CLM , bronze and silver
CLM-412005
Received 2026-01-19T12:55:47Z, line 46,809 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Julia | Julia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cook | Cook | Unchanged |
| Date of birth | 1977-05-13 | 1977-05-13 | Unchanged |
| Gender | ·M | M | Parsed |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | •••-••-5904 | •••-••-5904 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 9050 Highland Ave | 9050 Highland Ave | Unchanged |
| City | ·Scottsdale | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85217 | 85217 | Unchanged |
| Group | GRP-0589 | GRP-0589 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.96
- Name key
- julia|cook
- Address key
- 9050|highland|85217
- Canonical first
- julia
Quality flags
2 raised during normalisation
- 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-412007 | 1.00 | Scored | — | Auto-linked |
| CLM-412006 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005790
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julia Cook, 1977-05-13, 3 records, Verified
Evidence
Matched against CLM-412007
| 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 automatically886b4898862026-10-22 12:43:53, scoring_agentidentity id MBR-005790, confidence 1, method probabilistic, matched record CLM-412007, policy version 1
- Record linked automatically0ce92f5bdd2026-10-19 19:54:38, scoring_agentidentity id MBR-005790, confidence 1, method probabilistic, matched record CLM-412007, policy version 1
- Record linked automatically47f400967a2026-10-19 19:52:08, scoring_agentidentity id MBR-005790, confidence 1, method probabilistic, matched record CLM-412007, policy version 1
- Record linked automatically1989b9b57f2026-10-19 19:45:42, scoring_agentidentity id MBR-005790, confidence 1, method probabilistic, matched record CLM-412007, policy version 1
- Record linked automatically938feeef192026-10-19 19:32:31, scoring_agentidentity id MBR-005790, confidence 1, method probabilistic, matched record CLM-412007, policy version 1
- Record linked automaticallye81b702a1a2026-10-19 19:31:28, matching_agentidentity id MBR-016525, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-55328