Record, CLM, bronze and silver
CLM-407188
Received 2026-06-03T01:05:39Z, line 52,665 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 | LINDA | Linda | Changed |
| Middle | ···· | — | Unchanged |
| Last name | OBRIEN | Obrien | Changed |
| Date of birth | 1944-04-01 | 1944-04-01 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 3414 CANYON RD | 3414 Canyon Rd | Changed |
| City | NASHVILLE | Nashville | Changed |
| State | Tennessee | TN | Changed |
| ZIP | 37292 | 37292 | Unchanged |
| Group | GRP-6426 | GRP-6426 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- linda|obrien
- Address key
- 3414|canyon|37292
- Canonical first
- linda
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-407189 | 1.00 | Scored | — | Auto-linked |
| CLM-407187 | 1.00 | Scored | — | Auto-linked |
| ENR-109392 | 1.00 | Scored | — | Auto-linked |
| CLM-407186 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033382
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Linda Obrien, 1944-04-01, 5 records, Verified
Evidence
Matched against CLM-407189
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically10efc7ae242026-10-19 19:54:38, scoring_agentidentity id MBR-033382, confidence 1, method probabilistic, matched record CLM-407189, policy version 1
- Record linked automatically6c225d14d62026-10-19 19:52:09, scoring_agentidentity id MBR-033382, confidence 1, method probabilistic, matched record CLM-407189, policy version 1
- Record linked automatically022ca70a772026-10-19 19:45:42, scoring_agentidentity id MBR-033382, confidence 1, method probabilistic, matched record CLM-407189, policy version 1
- Record linked automatically8126c57bd62026-10-19 19:32:31, scoring_agentidentity id MBR-033382, confidence 1, method probabilistic, matched record CLM-407189, policy version 1