Record, CLM, bronze and silver
CLM-428518
Received 2026-04-04T01:10:25Z, line 52,051 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 | LONG | Long | Changed |
| Middle | — | — | Unchanged |
| Last name | CROLYN | Crolyn | Changed |
| Date of birth | 19530913 | 1953-09-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-35911-04 | UHC-35911-04 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | +1 744 668 8772 | 7446688772 | Parsed |
| null | — | Cleared | |
| Address | 5275 Harbor Boulevard | 5275 Harbor Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85274 | 85274 | Unchanged |
| Group | UNKNOWN·· | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- long|crolyn
- Address key
- 5275|harbor|85274
- Canonical first
- long
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-137425 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428519 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023875
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carolyn Log, 1953-09-13, 3 records, Verified
Evidence
Matched against ENR-137425
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.90 | 3.0 | swapped |
| 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
6 hash-chained entries for this record
- Record linked automatically073bd2cb5f2026-10-22 12:43:54, matching_agentidentity id MBR-023875, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137425
- Record linked automaticallyed10365cf42026-10-19 19:54:38, matching_agentidentity id MBR-023875, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137425
- Record linked automatically3b60009a292026-10-19 19:52:09, matching_agentidentity id MBR-023875, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137425
- Record linked automatically1a0637d5cb2026-10-19 19:45:42, matching_agentidentity id MBR-023875, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137425
- Record linked automatically2c1ca1b08f2026-10-19 19:32:31, matching_agentidentity id MBR-023875, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137425
- Record linked automatically2759cb993d2026-10-19 19:31:28, matching_agentidentity id MBR-006664, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-137663