Record, CLM, bronze and silver
CLM-423075
Received 2026-09-12T01:45:57Z, line 62,187 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 | OBrien, Shirley | Shirley | Changed |
| Middle | ·· | — | Unchanged |
| Last name | — | Obrien | Changed |
| Date of birth | 1969-06-05 | 1969-06-05 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-62601-51 | UHC-62601-51 | Unchanged |
| SSN | •••-••-7881 | •••-••-7881 | Parsed |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 5922 Maple Avenue | 5922 Maple Ave | Changed |
| City | ·Sacramento | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-4111 | GRP-4111 | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.36
- Name key
- shirley|obrien
- Address key
- 5922|maple|sacramento
- Canonical first
- shirley
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-423072 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423073 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-60138 | 0.93 | Scored | — | Auto-linked |
| CLM-423074 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003413
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Shirley Obrien, 1969-06-05, 5 records, Verified
Evidence
Matched against CLM-423072
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically7282ecd5372026-10-19 19:54:38, matching_agentidentity id MBR-003413, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423072
- Record linked automatically7e233269c02026-10-19 19:52:08, matching_agentidentity id MBR-003413, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423072
- Record linked automatically200977a37f2026-10-19 19:45:41, matching_agentidentity id MBR-003413, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423072
- Record linked automatically46648fd11d2026-10-19 19:32:31, matching_agentidentity id MBR-003413, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423072