Record, CLM, bronze and silver
CLM-432190
Received 2026-04-05T15:30:54Z, line 17,212 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 | Doris | Doris | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 1973-11-11·· | 1973-11-11 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | NULL | — | Cleared |
| - | — | Cleared | |
| Address | 8287 Grand Avenue | 8287 Grand Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-2666 | GRP-2666 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- doris|obrien
- Address key
- 8287|grand|fresno
- Canonical first
- doris
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
- ZIP missingStreet address present but no ZIP supplied
- 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-142276 | 0.93 | Scored | — | Auto-linked |
| TPA-64210 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018628
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Doris Obrien, 1973-11-11, 3 records, Verified
Evidence
Matched against TPA-64210
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically3921f90c5e2026-10-22 12:43:54, scoring_agentidentity id MBR-018628, confidence 0.925, method probabilistic, matched record TPA-64210, policy version 1
- Record linked automatically73b3b8fc922026-10-19 19:54:38, scoring_agentidentity id MBR-018628, confidence 0.925, method probabilistic, matched record TPA-64210, policy version 1
- Record linked automaticallyb51d8834fb2026-10-19 19:52:09, scoring_agentidentity id MBR-018628, confidence 0.925, method probabilistic, matched record TPA-64210, policy version 1
- Record linked automatically8bffb7eb172026-10-19 19:45:42, scoring_agentidentity id MBR-018628, confidence 0.925, method probabilistic, matched record TPA-64210, policy version 1
- Record linked automaticallycb08eb072a2026-10-19 19:32:31, scoring_agentidentity id MBR-018628, confidence 0.925, method probabilistic, matched record TPA-64210, policy version 1
- Record linked automaticallyf6a3532e332026-10-19 19:31:28, scoring_agentidentity id MBR-004967, confidence 1, method probabilistic, matched record CLM-432189, policy version 1