Record, CLM, bronze and silver
CLM-424194
Received 2026-03-28T23:17:08Z, line 79,343 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 | Lynch, David | David | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Lynch | Changed |
| Date of birth | 1968-09-13 | 1968-09-13 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-56000-70 | UHC-56000-70 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 738 667 9694 | 7386679694 | Parsed |
| NULL | — | Cleared | |
| Address | 7366 UNION STREET | 7366 Union St | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | ·85207 | 85207 | Changed |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- david|lynch
- Address key
- 7366|union|85207
- Canonical first
- david
Quality flags
7 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
- 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-27127 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424195 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013749
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: David Lynch, 1968-09-13, 3 records, Verified
Evidence
Matched against PRV-27127
| 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 automatically6dfda45e292026-10-19 19:54:38, matching_agentidentity id MBR-013749, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27127
- Record linked automatically69d46a01152026-10-19 19:52:09, matching_agentidentity id MBR-013749, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27127
- Record linked automatically5e9586ff922026-10-19 19:45:42, matching_agentidentity id MBR-013749, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27127
- Record linked automaticallybccb11b4592026-10-19 19:32:31, matching_agentidentity id MBR-013749, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27127
- Record linked automatically91cfd0ae652026-10-19 19:31:28, scoring_agentidentity id MBR-005580, confidence 1, method probabilistic, matched record TPA-60641, policy version 1