Record, CLM, bronze and silver
CLM-404702
Received 2026-09-16T07:32:43Z, line 34,356 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 | JOSEPH | Joseph | Changed |
| Middle | R | R | Unchanged |
| Last name | ·OBRIEN | Obrien | Changed |
| Date of birth | 1978-10-10 | 1978-10-10 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (674) 927-9236 | 6749279236 | Parsed |
| — | — | Unchanged | |
| Address | 464 Forest Avenue | 464 Forest Ave | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL·· | FL | Changed |
| ZIP | 32266 | 32266 | Unchanged |
| Group | GRP-2985·· | GRP-2985 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- joseph|obrien
- Address key
- 464|forest|32266
- Canonical first
- joseph
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
- 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-404701 | 0.99 | Scored | — | Auto-linked |
| CLM-404700 | 0.99 | Scored | — | Auto-linked |
| ENR-106195 | 0.79 | Scored | — | Sent to steward |
| ENR-106194 | 0.78 | Scored | — | Sent to steward |
| CLM-404703 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023190
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Joseph Obrien, 1978-10-10, 6 records, Verified
Evidence
Matched against CLM-404701
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb72f82ea832026-10-19 19:54:38, scoring_agentidentity id MBR-023190, confidence 0.993, method probabilistic, matched record CLM-404701, policy version 1
- Record linked automaticallycfd9c7d44d2026-10-19 19:52:09, scoring_agentidentity id MBR-023190, confidence 0.993, method probabilistic, matched record CLM-404701, policy version 1
- Record linked automaticallyf8a7894e852026-10-19 19:45:42, scoring_agentidentity id MBR-023190, confidence 0.993, method probabilistic, matched record CLM-404701, policy version 1
- Record linked automatically36f5f053d12026-10-19 19:32:31, scoring_agentidentity id MBR-023190, confidence 0.993, method probabilistic, matched record CLM-404701, policy version 1
- Record linked automatically355d1e82a72026-10-19 19:31:28, scoring_agentidentity id MBR-039153, confidence 1, method probabilistic, matched record ENR-106142, policy version 1