Record, CLM, bronze and silver
CLM-403168
Received 2026-09-04T01:46:21Z, line 14,907 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 | ANN | Ann | Changed |
| Middle | ···· | — | Unchanged |
| Last name | GILBERT | Gilbert | Changed |
| Date of birth | 10/07/2004 | 2004-10-07 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-20636-06 | UHC-20636-06 | Unchanged |
| SSN | •••-••-4482 | •••-••-4482 | Unchanged |
| Phone | 5677011970 | 5677011970 | Unchanged |
| — | — | Unchanged | |
| Address | 2196 Sage Ct | 2196 Sage Ct | Unchanged |
| City | CHANDLER | Chandler | Changed |
| State | Arizona·· | AZ | Changed |
| ZIP | 85274 | 85274 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- ann|gilbert
- Address key
- 2196|sage|85274
- Canonical first
- ann
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-403166 | 1.00 | Scored | — | Auto-linked |
| ENR-104105 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403170 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403167 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403169 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004007
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ann Gilbert, 2004-10-07, 6 records, Verified
Evidence
Matched against CLM-403166
| 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
5 hash-chained entries for this record
- Record linked automaticallyf7db405bb32026-10-19 19:54:38, scoring_agentidentity id MBR-004007, confidence 1, method probabilistic, matched record CLM-403166, policy version 1
- Record linked automaticallyda577926982026-10-19 19:52:08, scoring_agentidentity id MBR-004007, confidence 1, method probabilistic, matched record CLM-403166, policy version 1
- Record linked automatically6c91f197f92026-10-19 19:45:42, scoring_agentidentity id MBR-004007, confidence 1, method probabilistic, matched record CLM-403166, policy version 1
- Record linked automaticallyaceb6fc8952026-10-19 19:32:31, scoring_agentidentity id MBR-004007, confidence 1, method probabilistic, matched record CLM-403166, policy version 1
- Record linked automatically5bacf0c8582026-10-19 19:31:28, scoring_agentidentity id MBR-016254, confidence 1, method probabilistic, matched record TPA-51434, policy version 1