Record, CLM, bronze and silver
CLM-423355
Received 2026-03-24T16:53:49Z, line 40,532 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 | CYNHIA | Cynhia | Changed |
| Middle | ·A | A | Changed |
| Last name | LUNA | Luna | Changed |
| Date of birth | 1962-05-06 | 1962-05-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC5216193 | UHC-52161-93 | Parsed |
| SSN | •••-••-3750 | •••-••-3750 | Unchanged |
| Phone | null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 8928 OAK ST | 8928 Oak St | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85267-3956 | 85267 | Changed |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- cynhia|luna
- Address key
- 8928|oak|85267
- Canonical first
- cynhia
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-130534 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423354 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423353 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003723
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Cynthia Luna, 1962-05-06, 3 records, Verified
Evidence
Matched against CLM-423354
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyac1e1a9f002026-10-22 12:43:53, matching_agentidentity id MBR-003723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423354
- Record linked automatically93de87bfff2026-10-19 19:54:38, matching_agentidentity id MBR-003723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423354
- Record linked automaticallybe041331a52026-10-19 19:52:08, matching_agentidentity id MBR-003723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423354
- Record linked automatically066b896e052026-10-19 19:45:42, matching_agentidentity id MBR-003723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423354
- Record linked automaticallycef349f84f2026-10-19 19:32:31, matching_agentidentity id MBR-003723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423354
- Record linked automaticallyf25b0391862026-10-19 19:31:28, matching_agentidentity id MBR-018811, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130754