Record, CLM, bronze and silver
CLM-417337
Received 2026-09-05T01:16:42Z, line 18,125 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 | Judy | Judy | Unchanged |
| Middle | Z. | Z | Changed |
| Last name | ·Pierce | Pierce | Changed |
| Date of birth | 02/15/91 | 1991-02-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-76830-07 | UHC-76830-07 | Unchanged |
| SSN | •••-••-2968 | •••-••-2968 | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 2875 Maple Avenue Apt 11 | 2875 Maple Ave Apt 11 | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | GRP-1592 | GRP-1592 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.38
- Name key
- judy|pierce
- Address key
- 2875|maple|san antonio
- Canonical first
- judy
Quality flags
7 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-122838 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57654 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57656 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-57655 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023592
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Judy Pierce, 1991-02-15, 5 records, Verified
Evidence
Matched against ENR-122838
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyba01d5409e2026-10-19 19:54:38, matching_agentidentity id MBR-023592, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122838
- Record linked automatically81ba9289ad2026-10-19 19:52:09, matching_agentidentity id MBR-023592, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122838
- Record linked automatically39f8d5f0d62026-10-19 19:45:42, matching_agentidentity id MBR-023592, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122838
- Record linked automatically7117ed982c2026-10-19 19:32:31, matching_agentidentity id MBR-023592, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122838
- Record linked automaticallyf1b5ebe50f2026-10-19 19:31:28, scoring_agentidentity id MBR-000449, confidence 1, method probabilistic, matched record TPA-57579, policy version 1