Record, CLM, bronze and silver
CLM-413900
Received 2026-07-12T22:07:29Z, line 41,647 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 | JUDITH | Judith | Changed |
| Middle | P. | P | Changed |
| Last name | COOPER | Cooper | Changed |
| Date of birth | 11/05/87 | 1987-11-05 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-87105-36 | UHC-87105-36 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | 117 APACHE BLVD | 117 Apache Blvd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | North Carolina | NC | Changed |
| ZIP | 28219 | 28219 | Unchanged |
| Group | GRP-7302 | GRP-7302 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.38
- Name key
- judith|cooper
- Address key
- 117|apache|28219
- Canonical first
- judith
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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
- 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-118177 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-118178 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038218
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Judith Cooper, 1987-11-05, 3 records, Verified
Evidence
Matched against ENR-118177
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically76a78804d82026-10-19 19:54:39, matching_agentidentity id MBR-038218, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118177
- Record linked automatically21f01da29d2026-10-19 19:52:09, matching_agentidentity id MBR-038218, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118177
- Record linked automatically3475170f162026-10-19 19:45:42, matching_agentidentity id MBR-038218, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118177
- Record linked automaticallyba5136f6ff2026-10-19 19:32:31, matching_agentidentity id MBR-038218, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118177
- Record linked automaticallyf62ed56ff42026-10-19 19:31:28, matching_agentidentity id MBR-015106, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118273