Record, CLM, bronze and silver
CLM-427072
Received 2026-02-12T22:03:34Z, line 87,984 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Deb | Deb | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 2/5/1991 | 1991-02-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-77787-12 | UHC-77787-12 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 6867 MAIN STREET | 6867 Main St | Changed |
| City | ·Los Angeles | Los Angeles | Changed |
| State | California | CA | Changed |
| ZIP | 90099 | 90099 | Unchanged |
| Group | GRP-7916 | GRP-7916 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- deborah|obrien
- Address key
- 6867|main|90099
- Canonical first
- deborah
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)
- 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
- 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-427074 | 1.00 | Scored | — | Auto-linked |
| CLM-427073 | 1.00 | Scored | — | Auto-linked |
| ENR-135507 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61951 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002791
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Obrien, 1991-02-05, 5 records, Verified
Evidence
Matched against CLM-427073
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyccaec2ec182026-10-19 19:54:38, scoring_agentidentity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427073, policy version 1
- Record linked automatically92978bdbc62026-10-19 19:52:08, scoring_agentidentity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427073, policy version 1
- Record linked automatically8b2e6c75f22026-10-19 19:45:41, scoring_agentidentity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427073, policy version 1
- Record linked automaticallydfede498bf2026-10-19 19:32:31, scoring_agentidentity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427073, policy version 1
- Record linked automatically995a7642882026-10-19 19:31:28, matching_agentidentity id MBR-019092, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-135817