Record, CLM, bronze and silver
CLM-404083
Received 2026-03-21T01:28:18Z, line 62,817 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 | Jacqueline | Jacqueline | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Black | Black | Unchanged |
| Date of birth | Aug 17, 1990 | 1990-08-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-52048-14 | UHC-52048-14 | Unchanged |
| SSN | •••-••-0686 | •••-••-0686 | Unchanged |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | 3673 Apache Boulevard | 3673 Apache Blvd | Changed |
| City | Tucson·· | Tucson | Changed |
| State | az | AZ | Changed |
| ZIP | 85721-0614 | 85721 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- jacqueline|black
- Address key
- 3673|apache|85721
- Canonical first
- jacqueline
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- State code upper-casedTwo-letter state code upper-cased
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-105334 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-404084 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-404085 | 0.73 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021068
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Jacqueline Black, 1989-08-17, 4 records, Verified
Evidence
Matched against ENR-105334
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.25 | 3.0 | month_day |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically81c7a4ce862026-10-19 19:54:38, matching_agentidentity id MBR-021068, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-105334
- Record linked automatically27714449c92026-10-19 19:52:09, matching_agentidentity id MBR-021068, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-105334
- Record linked automaticallybe8a4470e12026-10-19 19:45:42, matching_agentidentity id MBR-021068, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-105334
- Record linked automaticallyde18e1bbaa2026-10-19 19:32:31, matching_agentidentity id MBR-021068, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-105334