Record, CLM, bronze and silver
CLM-424672
Received 2026-06-30T18:20:42Z, line 41,163 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 | SANDRA | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | OBRIEN | Obrien | Changed |
| Date of birth | 1975-12-18 | 1975-12-18 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-04569-93·· | UHC-04569-93 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | NULL | — | Cleared |
| null | — | Cleared | |
| Address | 6992 Jefferson Avenue | 6992 Jefferson Ave | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93777 | 93777 | Unchanged |
| Group | GRP-2411 | GRP-2411 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- sandra|obrien
- Address key
- 6992|jefferson|93777
- Canonical first
- sandra
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 |
|---|---|---|---|---|
| ENR-132230 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-132229 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424673 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424674 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-27254 | 0.85 | Scored | — | Auto-linked |
| PRV-27255 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003017
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sandra Obrien, 1975-12-18, 7 records, Verified
Evidence
Matched against ENR-132229
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically964a98bf792026-10-19 19:54:38, matching_agentidentity id MBR-003017, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132229
- Record linked automatically573b2a77362026-10-19 19:52:08, matching_agentidentity id MBR-003017, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132229
- Record linked automatically2504fa76db2026-10-19 19:45:41, matching_agentidentity id MBR-003017, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132229
- Record linked automaticallya7aec774f02026-10-19 19:32:31, matching_agentidentity id MBR-003017, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132229
- Record linked automaticallye637c1d38b2026-10-19 19:31:28, scoring_agentidentity id MBR-004314, confidence 0.996, method probabilistic, matched record ENR-132454, policy version 1