Record, CLM, bronze and silver
CLM-416723
Received 2026-05-26T16:28:01Z, line 41,927 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 | JOYCE | Joyce | Changed |
| Middle | ·N | N | Changed |
| Last name | COLE | Cole | Changed |
| Date of birth | 1985-05-25 | 1985-05-25 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-80112-12 | UHC-80112-12 | Unchanged |
| SSN | •••-••-1912 | •••-••-1912 | Parsed |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 2045 OAK STREET | 2045 Oak St | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA·· | CA | Changed |
| ZIP | 93728 | 93728 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- joyce|cole
- Address key
- 2045|oak|93728
- Canonical first
- joyce
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- City re-casedCity re-cased to Title Case
- 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-416724 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-121967 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-24960 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-416725 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019302
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joyce Cole, 1985-05-25, 4 records, Verified
Evidence
Matched against ENR-121967
| 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 | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automaticallye5fbafcbf22026-10-19 19:54:38, matching_agentidentity id MBR-019302, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121967
- Record linked automatically8d8f6740612026-10-19 19:52:09, matching_agentidentity id MBR-019302, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121967
- Record linked automatically886f0a2c962026-10-19 19:45:42, matching_agentidentity id MBR-019302, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121967
- Record linked automatically343db57c692026-10-19 19:32:31, matching_agentidentity id MBR-019302, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121967
- Record linked automaticallybe2143b04d2026-10-19 19:31:28, scoring_agentidentity id MBR-033330, confidence 0.982, method probabilistic, matched record PRV-24888, policy version 1