Record, CLM, bronze and silver
CLM-419579
Received 2026-06-27T20:38:06Z , line 52,956 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 | Ashley | Ashley | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 1950-02-12 | 1950-02-12 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3259 | •••-••-3259 | Unchanged |
| Phone | (539) 677-0252 | 5396770252 | Parsed |
| — | — | Unchanged | |
| Address | 8933 Ocean Avenue | 8933 Ocean Ave | Changed |
| City | SACRAMENTO | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | 95866 | 95866 | Unchanged |
| Group | GRP-9365 | GRP-9365 | Unchanged |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.76
- Name key
- ashley|obrien
- Address key
- 8933|ocean|95866
- Canonical first
- ashley
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- Plan code upper-casedPlan code upper-cased
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-58634 | 1.00 | Scored | — | Auto-linked |
| CLM-419578 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006860
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ashley Obrien, 1950-02-12, 2 records, Verified
Evidence
Matched against TPA-58634
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyff33fa2b462026-10-22 12:43:53, scoring_agentidentity id MBR-006860, confidence 1, method probabilistic, matched record TPA-58634, policy version 1
- Record linked automaticallybf1947c3cb2026-10-19 19:54:38, scoring_agentidentity id MBR-006860, confidence 1, method probabilistic, matched record TPA-58634, policy version 1
- Record linked automatically7d02014b7c2026-10-19 19:52:09, scoring_agentidentity id MBR-006860, confidence 1, method probabilistic, matched record TPA-58634, policy version 1
- Record linked automaticallyb68bdf134c2026-10-19 19:45:42, scoring_agentidentity id MBR-006860, confidence 1, method probabilistic, matched record TPA-58634, policy version 1
- Record linked automatically1d83d4e66c2026-10-19 19:32:31, scoring_agentidentity id MBR-006860, confidence 1, method probabilistic, matched record TPA-58634, policy version 1
- Record linked automatically0dd5b254e22026-10-19 19:31:28, scoring_agentidentity id MBR-013202, confidence 1, method probabilistic, matched record CLM-419577, policy version 1