Record, CLM, bronze and silver
CLM-417840
Received 2026-05-14T21:32:29Z, line 17,700 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 | laura | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | roberts | Roberts | Changed |
| Date of birth | ·1989-04-07 | 1989-04-07 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-05757-97 | UHC-05757-97 | Unchanged |
| SSN | null·· | — | Cleared |
| Phone | ·+1 477 441 3709 | 4774413709 | Parsed |
| null | — | Cleared | |
| Address | 7869 Ridge Road | 7869 Ridge Rd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85224 | 85224 | Unchanged |
| Group | GRP-7221 | GRP-7221 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- laura|roberts
- Address key
- 7869|ridge|85224
- Canonical first
- laura
Quality flags
6 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
- 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-123453 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030702
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Laura Roberts, 1989-04-07, 2 records, Verified
Evidence
Matched against ENR-123453
| 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 automaticallyd1bdd44dfd2026-10-19 19:54:38, matching_agentidentity id MBR-030702, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123453
- Record linked automaticallyb0077876662026-10-19 19:52:09, matching_agentidentity id MBR-030702, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123453
- Record linked automatically611fa5952b2026-10-19 19:45:42, matching_agentidentity id MBR-030702, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123453
- Record linked automatically0bf72e4dc12026-10-19 19:32:31, matching_agentidentity id MBR-030702, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123453
- Record linked automatically867d545c1c2026-10-19 19:31:28, matching_agentidentity id MBR-009944, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57798