Record, CLM, bronze and silver
CLM-432387
Received 2026-02-19T05:33:47Z, line 71,026 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 | MARGARET | Margaret | Changed |
| Middle | — | — | Unchanged |
| Last name | RAMOOS | Ramoos | Changed |
| Date of birth | ·1995-07-26 | 1995-07-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 4658 Mesa Drive | 4658 Mesa Dr | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43222-1422·· | 43222 | Changed |
| Group | GRP-7037 | GRP-7037 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- margaret|ramoos
- Address key
- 4658|mesa|43222
- Canonical first
- margaret
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-432386 | 0.99 | Scored | — | Auto-linked |
| CLM-415532 | 0.67 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014225
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Margaret Ramos, 1995-07-26, 2 records, Verified
Evidence
Matched against CLM-432386
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically37028b77b62026-10-22 12:43:54, scoring_agentidentity id MBR-014225, confidence 0.992, method probabilistic, matched record CLM-432386, policy version 1
- Record linked automatically813b5790c62026-10-19 19:54:38, scoring_agentidentity id MBR-014225, confidence 0.992, method probabilistic, matched record CLM-432386, policy version 1
- Record linked automaticallyff797c17f52026-10-19 19:52:09, scoring_agentidentity id MBR-014225, confidence 0.992, method probabilistic, matched record CLM-432386, policy version 1
- Record linked automaticallyd8ddc299d92026-10-19 19:45:42, scoring_agentidentity id MBR-014225, confidence 0.992, method probabilistic, matched record CLM-432386, policy version 1
- Record linked automatically7226f8deac2026-10-19 19:32:31, scoring_agentidentity id MBR-014225, confidence 0.992, method probabilistic, matched record CLM-432386, policy version 1
- Record linked automatically3c432f8e7a2026-10-19 19:31:28, scoring_agentidentity id MBR-007667, confidence 1, method probabilistic, matched record CLM-432386, policy version 1