Record, CLM, bronze and silver
CLM-425438
Received 2026-08-09T21:58:01Z, line 84,515 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 | Donna | Donna | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Hicks | Hicks | Unchanged |
| Date of birth | 4/13/1952 | 1952-04-13 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-61983-32 | UHC-61983-32 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (243) 931-1212 | 2439311212 | Parsed |
| NULL | — | Cleared | |
| Address | 2177 Highland Avenue #112 | 2177 Highland Ave # 112 | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85215-8341 | 85215 | Changed |
| Group | GRP-1733·· | GRP-1733 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.36
- Name key
- donna|hicks
- Address key
- 2177|highland|85215
- Canonical first
- donna
Quality flags
8 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-61229 | 1.00 | Scored | — | Auto-linked |
| ENR-133273 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004095
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Donna Hicks, 1952-04-13, 3 records, Verified
Evidence
Matched against TPA-61229
| 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 automatically5da481ffd12026-10-19 19:54:38, scoring_agentidentity id MBR-004095, confidence 1, method probabilistic, matched record TPA-61229, policy version 1
- Record linked automaticallyf30b7fd0b02026-10-19 19:52:08, scoring_agentidentity id MBR-004095, confidence 1, method probabilistic, matched record TPA-61229, policy version 1
- Record linked automatically3982caba942026-10-19 19:45:42, scoring_agentidentity id MBR-004095, confidence 1, method probabilistic, matched record TPA-61229, policy version 1
- Record linked automatically99d12e4b2b2026-10-19 19:32:31, scoring_agentidentity id MBR-004095, confidence 1, method probabilistic, matched record TPA-61229, policy version 1
- Record linked automatically3b9946f8872026-10-19 19:31:28, matching_agentidentity id MBR-011350, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133512