Record, CLM, bronze and silver
CLM-402521
Received 2026-06-13T12:11:52Z, line 50,040 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 | Shaw, Mary | Mary | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Shaw | Changed |
| Date of birth | 1961-12-27 | 1961-12-27 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-19721-07 | UHC-19721-07 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (516) 595-0021 | 5165950021 | Parsed |
| — | — | Unchanged | |
| Address | 3392 FOREST AVENUE | 3392 Forest Ave | Changed |
| City | Scottsdale·· | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85270 | 85270 | Unchanged |
| Group | GRP-3853 | GRP-3853 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- mary|shaw
- Address key
- 3392|forest|85270
- Canonical first
- mary
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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 |
|---|---|---|---|---|
| ENR-103232 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-103233 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402522 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034753
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Mary Shaw, 1961-12-27, 4 records, Verified
Evidence
Matched against ENR-103232
| 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 | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1ce02a6add2026-10-19 19:54:39, matching_agentidentity id MBR-034753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103232
- Record linked automatically02b722529c2026-10-19 19:52:09, matching_agentidentity id MBR-034753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103232
- Record linked automaticallyb27c0da0112026-10-19 19:45:42, matching_agentidentity id MBR-034753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103232
- Record linked automatically9c82d4e7f22026-10-19 19:32:31, matching_agentidentity id MBR-034753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103232
- Record linked automatically2346a1fc9d2026-10-19 19:31:28, matching_agentidentity id MBR-044728, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103311