Record, CLM, bronze and silver
CLM-423010
Received 2026-08-08T12:00:06Z, line 86,759 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 | CAROLYN | Carolyn | Changed |
| Middle | — | — | Unchanged |
| Last name | LONG | Long | Changed |
| Date of birth | 1977-07-03 | 1977-07-03 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-14882-88 | UHC-14882-88 | Unchanged |
| SSN | •••-••-9482 | •••-••-9482 | Unchanged |
| Phone | 972-821-9166 | 9728219166 | Parsed |
| ·· | — | Unchanged | |
| Address | 9864 DESERT SKY BLVD | 9864 Desert Sky Blvd | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92188 | 92188 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- carolyn|long
- Address key
- 9864|desert sky|92188
- Canonical first
- carolyn
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-423009 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-040841
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carolyn Long, 1977-07-03, 2 records, Verified
Evidence
Matched against CLM-423009
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf25419a5cd2026-10-22 12:43:55, matching_agentidentity id MBR-040841, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423009
- Record linked automatically67191500192026-10-19 19:54:39, matching_agentidentity id MBR-040841, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423009
- Record linked automatically9243ac811f2026-10-19 19:52:09, matching_agentidentity id MBR-040841, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423009
- Record linked automaticallyc86d6aa3be2026-10-19 19:45:42, matching_agentidentity id MBR-040841, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423009
- Record linked automatically8476d068792026-10-19 19:32:31, matching_agentidentity id MBR-040841, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423009
- Record linked automatically375e82f0902026-10-19 19:31:28, scoring_agentidentity id MBR-016911, confidence 1, method probabilistic, matched record PRV-26782, policy version 1