Record, CLM, bronze and silver
CLM-430410
Received 2026-02-09T22:13:44Z, line 80,035 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 | betty | Betty | Changed |
| Middle | ···· | — | Unchanged |
| Last name | berry | Berry | Changed |
| Date of birth | 1990-10-16·· | 1990-10-16 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-56376-68 | UHC-56376-68 | Unchanged |
| SSN | •••-••-2287 | •••-••-2287 | Unchanged |
| Phone | 407-311-5295 | 4073115295 | Parsed |
| betty.berry72@gmail.com | betty.berry72@gmail.com | Unchanged | |
| Address | 9242 Desert Sky Boulevard Apt 9 | 9242 Desert Sky Blvd Apt 9 | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85296-7760 | 85296 | Changed |
| Group | — | — | Unchanged |
| Plan | ·N/A | — | Cleared |
- Quality score
- 0.32
- Name key
- betty|berry
- Address key
- 9242|desert sky|85296
- Canonical first
- betty
Quality flags
10 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-63429 | 1.00 | Scored | — | Auto-linked |
| ENR-139928 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009805
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Betty Berry, 1990-10-16, 3 records, Verified
Evidence
Matched against TPA-63429
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1f984b1ea62026-10-19 19:54:38, scoring_agentidentity id MBR-009805, confidence 1, method probabilistic, matched record TPA-63429, policy version 1
- Record linked automatically17871c895a2026-10-19 19:52:09, scoring_agentidentity id MBR-009805, confidence 1, method probabilistic, matched record TPA-63429, policy version 1
- Record linked automaticallya83a45afd82026-10-19 19:45:42, scoring_agentidentity id MBR-009805, confidence 1, method probabilistic, matched record TPA-63429, policy version 1
- Record linked automaticallyf9bd0cd8702026-10-19 19:32:31, scoring_agentidentity id MBR-009805, confidence 1, method probabilistic, matched record TPA-63429, policy version 1
- Record linked automaticallye9732c1f7c2026-10-19 19:31:28, scoring_agentidentity id MBR-018534, confidence 1, method probabilistic, matched record PRV-28896, policy version 1