Record, CLM, bronze and silver
CLM-426059
Received 2026-03-27T03:27:40Z, line 10,339 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Carol | Carol | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Arnold | Arnold | Unchanged |
| Date of birth | 1994-11-22 | 1994-11-22 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | ·uhc-29564-55 | UHC-29564-55 | Parsed |
| SSN | — | — | Unchanged |
| Phone | +1 431 775 1242 | 4317751242 | Parsed |
| — | — | Unchanged | |
| Address | 8501 Central Avenue | 8501 Central Ave | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55461 | 55461 | Unchanged |
| Group | GRP-8487 | GRP-8487 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.62
- Name key
- carol|arnold
- Address key
- 8501|central|55461
- Canonical first
- carol
Quality flags
7 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-426058 | 1.00 | Scored | — | Auto-linked |
| ENR-134111 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006224
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carol Arnold, 1994-11-22, 3 records, Verified
Evidence
Matched against CLM-426058
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyec226550742026-10-22 12:43:53, scoring_agentidentity id MBR-006224, confidence 1, method probabilistic, matched record CLM-426058, policy version 1
- Record linked automatically960adc675b2026-10-19 19:54:38, scoring_agentidentity id MBR-006224, confidence 1, method probabilistic, matched record CLM-426058, policy version 1
- Record linked automatically7ebd8aa89f2026-10-19 19:52:09, scoring_agentidentity id MBR-006224, confidence 1, method probabilistic, matched record CLM-426058, policy version 1
- Record linked automatically9082a3b9642026-10-19 19:45:42, scoring_agentidentity id MBR-006224, confidence 1, method probabilistic, matched record CLM-426058, policy version 1
- Record linked automatically5de09283df2026-10-19 19:32:31, scoring_agentidentity id MBR-006224, confidence 1, method probabilistic, matched record CLM-426058, policy version 1
- Record linked automatically33b2f689ab2026-10-19 19:31:28, matching_agentidentity id MBR-034264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134439