Record, CLM, bronze and silver
CLM-429840
Received 2026-08-04T01:54:17Z, line 4,380 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 | Ramos, Lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ramos | Changed |
| Date of birth | Jul 1, 1955 | 1955-07-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5403 Maple Ave | 5403 Maple Ave | Unchanged |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33133 | 33133 | Unchanged |
| Group | GRP-2223 | GRP-2223 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.82
- Name key
- lauren|ramos
- Address key
- 5403|maple|33133
- Canonical first
- lauren
Quality flags
3 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-139130 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-040551
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Ramos, 1955-07-01, 2 records, Verified
Evidence
Matched against ENR-139130
| 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 automaticallyf8a25fbdfc2026-10-19 19:54:39, scoring_agentidentity id MBR-040551, confidence 1, method probabilistic, matched record ENR-139130, policy version 1
- Record linked automaticallyb5aef3cf402026-10-19 19:52:09, scoring_agentidentity id MBR-040551, confidence 1, method probabilistic, matched record ENR-139130, policy version 1
- Record linked automaticallyce750b8e7b2026-10-19 19:45:42, scoring_agentidentity id MBR-040551, confidence 1, method probabilistic, matched record ENR-139130, policy version 1
- Record linked automaticallybca12534c52026-10-19 19:32:31, scoring_agentidentity id MBR-040551, confidence 1, method probabilistic, matched record ENR-139130, policy version 1
- Record linked automatically97817de2032026-10-19 19:31:28, scoring_agentidentity id MBR-008681, confidence 1, method probabilistic, matched record TPA-63088, policy version 1