Record, CLM, bronze and silver
CLM-414517
Received 2026-05-31T13:03:05Z, line 33,763 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 | KIMBERLY | Kimberly | Changed |
| Middle | Z | Z | Unchanged |
| Last name | COOPER | Cooper | Changed |
| Date of birth | 1983-09-12 | 1983-09-12 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null·· | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 9356 Central Avenue·· | 9356 Central Ave | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | California | CA | Changed |
| ZIP | 95865 | 95865 | Unchanged |
| Group | GRP-4509 | GRP-4509 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- kimberly|cooper
- Address key
- 9356|central|95865
- Canonical first
- kimberly
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| ENR-119112 | 1.00 | Scored | — | Auto-linked |
| CLM-414516 | 1.00 | Scored | — | Auto-linked |
| TPA-56403 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021961
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Cooper, 1983-09-12, 4 records, Verified
Evidence
Matched against TPA-56403
| 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 automaticallya8f66b72382026-10-22 12:43:54, scoring_agentidentity id MBR-021961, confidence 1, method probabilistic, matched record TPA-56403, policy version 1
- Record linked automaticallyd344310c0c2026-10-19 19:54:38, scoring_agentidentity id MBR-021961, confidence 1, method probabilistic, matched record TPA-56403, policy version 1
- Record linked automaticallyf8db83f19a2026-10-19 19:52:09, scoring_agentidentity id MBR-021961, confidence 1, method probabilistic, matched record TPA-56403, policy version 1
- Record linked automaticallyb8f58254ab2026-10-19 19:45:42, scoring_agentidentity id MBR-021961, confidence 1, method probabilistic, matched record TPA-56403, policy version 1
- Record linked automaticallyb6ebfb2dd02026-10-19 19:32:31, scoring_agentidentity id MBR-021961, confidence 1, method probabilistic, matched record TPA-56403, policy version 1
- Record linked automatically2d8f710e152026-10-19 19:31:28, matching_agentidentity id MBR-040688, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119038