Record, CLM, bronze and silver
CLM-431609
Received 2026-09-13T05:38:04Z, line 49,472 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 | Flores, Carolyn | Carolyn | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Flores | Changed |
| Date of birth | ·1964-05-16 | 1964-05-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 2384 APACHE BOULEVARD Apt 34 | 2384 Apache Blvd Apt 34 | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | ca | CA | Changed |
| ZIP | 90037 | 90037 | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- carolyn|flores
- Address key
- 2384|apache|90037
- Canonical first
- carolyn
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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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 code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| TPA-63963 | 1.00 | Scored | — | Auto-linked |
| ENR-141501 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000658
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carolyn Flores, 1964-05-16, 3 records, Verified
Evidence
Matched against TPA-63963
| 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 automaticallyd4b2013f872026-10-19 19:54:38, scoring_agentidentity id MBR-000658, confidence 1, method probabilistic, matched record TPA-63963, policy version 1
- Record linked automatically0a47f5d4f62026-10-19 19:52:08, scoring_agentidentity id MBR-000658, confidence 1, method probabilistic, matched record TPA-63963, policy version 1
- Record linked automatically4509efd2022026-10-19 19:45:41, scoring_agentidentity id MBR-000658, confidence 1, method probabilistic, matched record TPA-63963, policy version 1
- Record linked automatically6dff5360b62026-10-19 19:32:31, scoring_agentidentity id MBR-000658, confidence 1, method probabilistic, matched record TPA-63963, policy version 1
- Record linked automatically898de7dec22026-10-19 19:31:28, matching_agentidentity id MBR-020570, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141728