Record, CLM, bronze and silver
CLM-429895
Received 2026-03-11T01:46:11Z, line 91,492 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 | ralph | Ralph | Changed |
| Middle | T | T | Unchanged |
| Last name | fowler | Fowler | Changed |
| Date of birth | 1998-08-16·· | 1998-08-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC3759135 | UHC-37591-35 | Parsed |
| SSN | •••-••-0542 | •••-••-0542 | Parsed |
| Phone | 258-258-8730 | 2582588730 | Parsed |
| ·UNKNOWN | — | Cleared | |
| Address | 3163 Oak Street | 3163 Oak St | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33166 | 33166 | Unchanged |
| Group | - | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.74
- Name key
- ralph|fowler
- Address key
- 3163|oak|33166
- Canonical first
- ralph
Quality flags
7 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-63192 | 1.00 | Scored | — | Auto-linked |
| ENR-139198 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429894 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012273
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Fowler, 1998-08-16, 4 records, Verified
Evidence
Matched against TPA-63192
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically67d69edd5f2026-10-22 12:43:54, scoring_agentidentity id MBR-012273, confidence 1, method probabilistic, matched record TPA-63192, policy version 1
- Record linked automaticallye9cb33abff2026-10-19 19:54:38, scoring_agentidentity id MBR-012273, confidence 1, method probabilistic, matched record TPA-63192, policy version 1
- Record linked automatically3712957fa22026-10-19 19:52:09, scoring_agentidentity id MBR-012273, confidence 1, method probabilistic, matched record TPA-63192, policy version 1
- Record linked automatically8f296188152026-10-19 19:45:42, scoring_agentidentity id MBR-012273, confidence 1, method probabilistic, matched record TPA-63192, policy version 1
- Record linked automatically52ceef9ba82026-10-19 19:32:31, scoring_agentidentity id MBR-012273, confidence 1, method probabilistic, matched record TPA-63192, policy version 1
- Record linked automatically3b3e7e85d62026-10-19 19:31:28, scoring_agentidentity id MBR-018620, confidence 0.992, method probabilistic, matched record CLM-429896, policy version 1