Record, CLM, bronze and silver
CLM-431432
Received 2026-07-09T23:31:50Z, line 23,729 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 | ·BILLY | Billy | Changed |
| Middle | G | G | Unchanged |
| Last name | ROMERO | Romero | Changed |
| Date of birth | 1952-20-05 | — | Cleared |
| Gender | ·M | M | Parsed |
| Member ID | UHC-55739-85 | UHC-55739-85 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | 4647 Sunset Boulevard | 4647 Sunset Blvd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85247 | 85247 | Unchanged |
| Group | GRP-7846 | GRP-7846 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- william|romero
- Address key
- 4647|sunset|85247
- Canonical first
- william
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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-141261 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-036082
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Billy Romero, 1952-02-05, 2 records, Verified
Evidence
Matched against ENR-141261
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb9a165e0a72026-10-22 12:43:55, matching_agentidentity id MBR-036082, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-141261
- Record linked automatically44c0a97c2c2026-10-19 19:54:39, matching_agentidentity id MBR-036082, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-141261
- Record linked automatically87eaa625842026-10-19 19:52:09, matching_agentidentity id MBR-036082, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-141261
- Record linked automatically4c7826c95e2026-10-19 19:45:42, matching_agentidentity id MBR-036082, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-141261
- Record linked automatically4a3230585f2026-10-19 19:32:31, matching_agentidentity id MBR-036082, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-141261
- Record linked automatically89737cbd9e2026-10-19 19:31:28, matching_agentidentity id MBR-029356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141481