Record, CLM, bronze and silver
CLM-400060
Received 2026-01-27T16:10:50Z, line 81,566 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Joyce | Joyce | Unchanged |
| Middle | A | A | Unchanged |
| Last name | Contreras | Contreras | Unchanged |
| Date of birth | 19660703 | 1966-07-03 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC0940072 | UHC-09400-72 | Parsed |
| SSN | •••-••-6807 | •••-••-6807 | Unchanged |
| Phone | ·16224547008 | 6224547008 | Parsed |
| N/A | — | Cleared | |
| Address | 2980 PARK PL·· | 2980 Park Pl | Changed |
| City | MESA | Mesa | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85212 | 85212 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.72
- Name key
- joyce|contreras
- Address key
- 2980|park|85212
- Canonical first
- joyce
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
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| PRV-20022 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003982
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joyce Contreras, 1966-07-03, 2 records, Verified
Evidence
Matched against PRV-20022
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically22c23b350f2026-10-19 19:54:38, matching_agentidentity id MBR-003982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20022
- Record linked automaticallyaa05de04892026-10-19 19:52:08, matching_agentidentity id MBR-003982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20022
- Record linked automaticallye1a87a7a362026-10-19 19:45:42, matching_agentidentity id MBR-003982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20022
- Record linked automatically5f097fb9d92026-10-19 19:32:31, matching_agentidentity id MBR-003982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20022
- Record linked automaticallycce2b2ea3e2026-10-19 19:31:28, scoring_agentidentity id MBR-017080, confidence 1, method probabilistic, matched record TPA-50027, policy version 1