Record, CLM, bronze and silver
CLM-423320
Received 2026-08-19T12:58:00Z, line 22,792 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 | HAROLD | Harold | Changed |
| Middle | — | — | Unchanged |
| Last name | RAMIREZ | Ramirez | Changed |
| Date of birth | 28-04-1943 | 1943-04-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-0302 | •••-••-0302 | Unchanged |
| Phone | 7223160778 | 7223160778 | Unchanged |
| - | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-4984 | GRP-4984 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- harold|ramirez
- Address key
- —
- Canonical first
- harold
Quality flags
3 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)
- 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-60263 | 1.00 | Scored | — | Auto-linked |
| PRV-26881 | 1.00 | Scored | — | Auto-linked |
| ENR-130482 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-423321 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011089
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Harold Ramirez, 1943-04-28, 5 records, Verified
Evidence
Matched against PRV-26881
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically35c60e780b2026-10-22 12:43:54, scoring_agentidentity id MBR-011089, confidence 1, method probabilistic, matched record PRV-26881, policy version 1
- Record linked automaticallye92c55cf0e2026-10-19 19:54:38, scoring_agentidentity id MBR-011089, confidence 1, method probabilistic, matched record PRV-26881, policy version 1
- Record linked automaticallyc7aa7aae2e2026-10-19 19:52:09, scoring_agentidentity id MBR-011089, confidence 1, method probabilistic, matched record PRV-26881, policy version 1
- Record linked automatically159fd586092026-10-19 19:45:42, scoring_agentidentity id MBR-011089, confidence 1, method probabilistic, matched record PRV-26881, policy version 1
- Record linked automaticallya418fe31d22026-10-19 19:32:31, scoring_agentidentity id MBR-011089, confidence 1, method probabilistic, matched record PRV-26881, policy version 1
- Record linked automatically348b723c3a2026-10-19 19:31:28, scoring_agentidentity id MBR-012771, confidence 1, method probabilistic, matched record CLM-423319, policy version 1