Record, CLM, bronze and silver
CLM-431948
Received 2026-10-14T15:27:20Z, line 27,356 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 | Kimberly | Kimberly | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ferguson | Ferguson | Unchanged |
| Date of birth | 2005-00-96 | — | Cleared |
| Gender | M·· | M | Parsed |
| Member ID | UHC-50163-50 | UHC-50163-50 | Unchanged |
| SSN | •••-••-4593 | •••-••-4593 | Unchanged |
| Phone | +1 272 934 3576·· | 2729343576 | Parsed |
| - | — | Cleared | |
| Address | 9024 MESA DRIVE | 9024 Mesa Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85247 | 85247 | Unchanged |
| Group | — | — | Unchanged |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.62
- Name key
- kimberly|ferguson
- Address key
- 9024|mesa|85247
- Canonical first
- kimberly
Quality flags
7 raised during normalisation
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| TPA-64096 | 1.00 | Scored | — | Auto-linked |
| ENR-141930 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-431949 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005317
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Ferguson, 2005-09-06, 4 records, Verified
Evidence
Matched against TPA-64096
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically986c023adf2026-10-22 12:43:53, scoring_agentidentity id MBR-005317, confidence 1, method probabilistic, matched record TPA-64096, policy version 1
- Record linked automatically9ce451c58d2026-10-19 19:54:38, scoring_agentidentity id MBR-005317, confidence 1, method probabilistic, matched record TPA-64096, policy version 1
- Record linked automatically7c9ba730812026-10-19 19:52:08, scoring_agentidentity id MBR-005317, confidence 1, method probabilistic, matched record TPA-64096, policy version 1
- Record linked automaticallyc79fcbd2e62026-10-19 19:45:42, scoring_agentidentity id MBR-005317, confidence 1, method probabilistic, matched record TPA-64096, policy version 1
- Record linked automaticallyb176eefb312026-10-19 19:32:31, scoring_agentidentity id MBR-005317, confidence 1, method probabilistic, matched record TPA-64096, policy version 1
- Record linked automatically1ccd3c881b2026-10-19 19:31:28, matching_agentidentity id MBR-017430, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431949