Record, CLM, bronze and silver
CLM-405097
Received 2026-01-11T00:12:27Z, line 34,700 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 | marilyn | Marilyn | Changed |
| Middle | — | — | Unchanged |
| Last name | romero·· | Romero | Changed |
| Date of birth | Aug 2, 1954 | 1954-08-02 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-22595-40 | UHC-22595-40 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 2973 Main St | 2973 Main St | Unchanged |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55338 | 55338 | Unchanged |
| Group | GRP-8296 | GRP-8296 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- marilyn|romero
- Address key
- 2973|main|55338
- Canonical first
- marilyn
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| PRV-21479 | 1.00 | Scored | — | Auto-linked |
| ENR-106703 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405099 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405098 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-106704 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405096 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003206
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marilyn Romero, 1954-08-02, 7 records, Verified
Evidence
Matched against PRV-21479
| 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 automatically6b000ab8f52026-10-19 19:54:38, scoring_agentidentity id MBR-003206, confidence 1, method probabilistic, matched record PRV-21479, policy version 1
- Record linked automatically30ef6d5f0d2026-10-19 19:52:08, scoring_agentidentity id MBR-003206, confidence 1, method probabilistic, matched record PRV-21479, policy version 1
- Record linked automatically239034f9cc2026-10-19 19:45:41, scoring_agentidentity id MBR-003206, confidence 1, method probabilistic, matched record PRV-21479, policy version 1
- Record linked automatically21da1acce92026-10-19 19:32:31, scoring_agentidentity id MBR-003206, confidence 1, method probabilistic, matched record PRV-21479, policy version 1
- Record linked automatically9d393768692026-10-19 19:31:28, matching_agentidentity id MBR-026859, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405098