Record, CLM, bronze and silver
CLM-427485
Received 2026-09-05T11:07:04Z, line 92,612 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 | Robertson, Kimberly | Kimberly | Changed |
| Middle | P·· | P | Changed |
| Last name | — | Robertson | Changed |
| Date of birth | 1940-11-18 | 1940-11-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-6565 | •••-••-6565 | Unchanged |
| Phone | 511.622.3528 | 5116223528 | Parsed |
| NULL | — | Cleared | |
| Address | 9549 Apache Boulevard | 9549 Apache Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85296 | 85296 | Unchanged |
| Group | GRP-1797 | GRP-1797 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- kimberly|robertson
- Address key
- 9549|apache|85296
- Canonical first
- kimberly
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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| TPA-62143 | 1.00 | Scored | — | Auto-linked |
| ENR-136024 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-427484 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024162
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Robertson, 1940-11-18, 4 records, Verified
Evidence
Matched against TPA-62143
| 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 automaticallyb225042d4b2026-10-19 19:54:38, scoring_agentidentity id MBR-024162, confidence 1, method probabilistic, matched record TPA-62143, policy version 1
- Record linked automaticallye8671d49de2026-10-19 19:52:09, scoring_agentidentity id MBR-024162, confidence 1, method probabilistic, matched record TPA-62143, policy version 1
- Record linked automatically84a242a6b62026-10-19 19:45:42, scoring_agentidentity id MBR-024162, confidence 1, method probabilistic, matched record TPA-62143, policy version 1
- Record linked automatically5d9a0d1ba42026-10-19 19:32:31, scoring_agentidentity id MBR-024162, confidence 1, method probabilistic, matched record TPA-62143, policy version 1
- Record linked automatically095b4480162026-10-19 19:31:28, matching_agentidentity id MBR-004746, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28059