Record, CLM, bronze and silver
CLM-404703
Received 2026-10-03T08:58:48Z, line 6,941 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 | ·· | — | Unchanged |
| Last name | OBRIEN | Obrien | Changed |
| Date of birth | 10/10/1978 | 1978-10-10 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 1682 Sage Court | 1682 Sage Ct | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32897 | 32897 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- joseph|obrien
- Address key
- 1682|sage|32897
- Canonical first
- joseph
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-106195 | 1.00 | Scored | — | Auto-linked |
| ENR-106194 | 0.98 | Scored | — | Auto-linked |
| CLM-404702 | 0.75 | Scored | — | Sent to steward |
| CLM-404701 | 0.74 | Scored | — | Sent to steward |
| CLM-404700 | 0.73 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023190
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joseph Obrien, 1978-10-10, 6 records, Verified
Evidence
Matched against ENR-106195
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically69c6d847732026-10-19 19:54:38, scoring_agentidentity id MBR-023190, confidence 1, method probabilistic, matched record ENR-106195, policy version 1
- Record linked automatically693f2bc60b2026-10-19 19:52:09, scoring_agentidentity id MBR-023190, confidence 1, method probabilistic, matched record ENR-106195, policy version 1
- Record linked automaticallydf8a773b5a2026-10-19 19:45:42, scoring_agentidentity id MBR-023190, confidence 1, method probabilistic, matched record ENR-106195, policy version 1
- Record linked automatically1a6876fe682026-10-19 19:32:31, scoring_agentidentity id MBR-023190, confidence 1, method probabilistic, matched record ENR-106195, policy version 1
- Record linked automatically92186182282026-10-19 19:31:28, scoring_agentidentity id MBR-034589, confidence 1, method probabilistic, matched record ENR-106144, policy version 1