Record, CLM, bronze and silver
CLM-432076
Received 2026-03-06T16:56:36Z, line 47,657 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 | emily | Emily | Changed |
| Middle | Z | Z | Unchanged |
| Last name | ·shaw | Shaw | Changed |
| Date of birth | 02/13/1992 | 1992-02-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC6768328 | UHC-67683-28 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | ·- | — | Cleared |
| null | — | Cleared | |
| Address | 1137 Washington St #546 | 1137 Washington St # 546 | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-7072 | GRP-7072 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.62
- Name key
- emily|shaw
- Address key
- 1137|washington|gilbert
- Canonical first
- emily
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- ZIP missingStreet address present but no ZIP supplied
- 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-142105 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142104 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432075 | 0.93 | Scored | — | Auto-linked |
| TPA-64158 | 0.93 | Scored | — | Auto-linked |
| TPA-64157 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001486
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Emily Shaw, 1992-02-13, 6 records, Verified
Evidence
Matched against ENR-142105
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically743ba278462026-10-19 19:54:38, matching_agentidentity id MBR-001486, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142105
- Record linked automaticallyf8c8ea9d002026-10-19 19:52:08, matching_agentidentity id MBR-001486, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142105
- Record linked automatically4a3e2b541c2026-10-19 19:45:41, matching_agentidentity id MBR-001486, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142105
- Record linked automaticallyca36e40e472026-10-19 19:32:31, matching_agentidentity id MBR-001486, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142105
- Record linked automatically9d4dee209d2026-10-19 19:31:28, scoring_agentidentity id MBR-010260, confidence 1, method probabilistic, matched record TPA-64040, policy version 1