Record, CLM, bronze and silver
CLM-432209
Received 2026-07-07T10:37:49Z, line 33,292 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 | RAYMOND | Raymond | Changed |
| Middle | — | — | Unchanged |
| Last name | MALDONADO | Maldonado | Changed |
| Date of birth | 1969-10-23 | 1969-10-23 | Unchanged |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-59420-59 | UHC-59420-59 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 4552 MARKET STREET | 4552 Market St | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH·· | OH | Changed |
| ZIP | 43285-0479 | 43285 | Changed |
| Group | null | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- raymond|maldonado
- Address key
- 4552|market|43285
- Canonical first
- raymond
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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-64217 | 1.00 | Scored | — | Auto-linked |
| ENR-142290 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037610
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Raymond Maldonado, 1969-10-23, 3 records, Verified
Evidence
Matched against TPA-64217
| 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 automaticallya7db9ec32f2026-10-19 19:54:39, scoring_agentidentity id MBR-037610, confidence 1, method probabilistic, matched record TPA-64217, policy version 1
- Record linked automaticallye13c1dbc742026-10-19 19:52:09, scoring_agentidentity id MBR-037610, confidence 1, method probabilistic, matched record TPA-64217, policy version 1
- Record linked automaticallybd8f32d5702026-10-19 19:45:42, scoring_agentidentity id MBR-037610, confidence 1, method probabilistic, matched record TPA-64217, policy version 1
- Record linked automatically53e62e69532026-10-19 19:32:31, scoring_agentidentity id MBR-037610, confidence 1, method probabilistic, matched record TPA-64217, policy version 1
- Record linked automaticallyfab57da2292026-10-19 19:31:28, matching_agentidentity id MBR-028252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142461