Record, CLM , bronze and silver
CLM-408668
Received 2026-01-21T04:29:27Z, line 28,984 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 | Ruth | Ruth | Unchanged |
| Middle | ·I | I | Changed |
| Last name | Fisher | Fisher | Unchanged |
| Date of birth | Oct 20, 1968 | 1968-10-20 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | NULL | — | Cleared |
| ruth.fisher@outlook.com | ruth.fisher@outlook.com | Unchanged | |
| Address | 5096 Broadway | 5096 Broadway | Unchanged |
| City | LOS ANGELES | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | 90091 | 90091 | Unchanged |
| Group | GRP-2348·· | GRP-2348 | Changed |
| Plan | null | — | Cleared |
- Quality score
- 0.80
- Name key
- ruth|fisher
- Address key
- 5096|broadway|90091
- Canonical first
- ruth
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-53798 | 1.00 | Scored | — | Auto-linked |
| CLM-408667 | 1.00 | Scored | — | Auto-linked |
| ENR-111420 | 1.00 | Scored | — | Auto-linked |
| CLM-408669 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006286
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ruth Fisher, 1968-10-20, 5 records, Verified
Evidence
Matched against TPA-53798
| 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 automaticallycb50bc4c072026-10-22 12:43:53, scoring_agentidentity id MBR-006286, confidence 1, method probabilistic, matched record TPA-53798, policy version 1
- Record linked automatically02c37590502026-10-19 19:54:38, scoring_agentidentity id MBR-006286, confidence 1, method probabilistic, matched record TPA-53798, policy version 1
- Record linked automatically49c80d4f132026-10-19 19:52:09, scoring_agentidentity id MBR-006286, confidence 1, method probabilistic, matched record TPA-53798, policy version 1
- Record linked automatically0d74237f932026-10-19 19:45:42, scoring_agentidentity id MBR-006286, confidence 1, method probabilistic, matched record TPA-53798, policy version 1
- Record linked automaticallyefa3512d2a2026-10-19 19:32:31, scoring_agentidentity id MBR-006286, confidence 1, method probabilistic, matched record TPA-53798, policy version 1
- Record linked automaticallye6d8357bb72026-10-19 19:31:28, scoring_agentidentity id MBR-024205, confidence 0.99, method probabilistic, matched record CLM-408667, policy version 1