Record, CLM, bronze and silver
CLM-432386
Received 2026-05-31T18:13:58Z, line 59,411 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 | RAMOS | Ramos | Changed |
| Date of birth | 1995-07-26 | 1995-07-26 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-40021-88 | UHC-40021-88 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (601) 437-1352 | 6014371352 | Parsed |
| — | — | Unchanged | |
| Address | 4658 Mesa Drive | 4658 Mesa Dr | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43222 | 43222 | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- margaret|ramos
- Address key
- 4658|mesa|43222
- Canonical first
- margaret
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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 |
|---|---|---|---|---|
| CLM-432387 | 0.99 | Scored | — | Auto-linked |
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-432387
| 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 automatically25791009dc2026-10-22 12:43:54, scoring_agentidentity id MBR-014225, confidence 0.992, method probabilistic, matched record CLM-432387, policy version 1
- Record linked automatically97dd4c1a052026-10-19 19:54:38, scoring_agentidentity id MBR-014225, confidence 0.992, method probabilistic, matched record CLM-432387, policy version 1
- Record linked automatically3d1fcc22592026-10-19 19:52:09, scoring_agentidentity id MBR-014225, confidence 0.992, method probabilistic, matched record CLM-432387, policy version 1
- Record linked automaticallyb7cca30acf2026-10-19 19:45:42, scoring_agentidentity id MBR-014225, confidence 0.992, method probabilistic, matched record CLM-432387, policy version 1
- Record linked automaticallyae0a5592802026-10-19 19:32:31, scoring_agentidentity id MBR-014225, confidence 0.992, method probabilistic, matched record CLM-432387, policy version 1
- Record linked automatically28a585a1992026-10-19 19:31:28, scoring_agentidentity id MBR-007667, confidence 1, method probabilistic, matched record ENR-142674, policy version 1