Record, CLM, bronze and silver
CLM-403173
Received 2026-04-08T21:39:57Z, line 1,525 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 | Oliver, Stephanie | Stephanie | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Oliver | Changed |
| Date of birth | 19-02-1978 | 1978-02-19 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | 831-559-1211 | 8315591211 | Parsed |
| null | — | Cleared | |
| Address | 2679 Elm St | 2679 Elm St | Unchanged |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | GRP-9162 | GRP-9162 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- stephanie|oliver
- Address key
- 2679|elm|jacksonville
- Canonical first
- stephanie
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-104109 | 0.94 | Scored | — | Auto-linked |
| CLM-403172 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021879
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Stephanie Oliver, 1978-02-19, 3 records, Verified
Evidence
Matched against ENR-104109
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically4428dcb0e32026-10-19 19:54:38, scoring_agentidentity id MBR-021879, confidence 0.937, method probabilistic, matched record ENR-104109, policy version 1
- Record linked automatically38c0bd42d72026-10-19 19:52:09, scoring_agentidentity id MBR-021879, confidence 0.937, method probabilistic, matched record ENR-104109, policy version 1
- Record linked automaticallyf0779cca542026-10-19 19:45:42, scoring_agentidentity id MBR-021879, confidence 0.937, method probabilistic, matched record ENR-104109, policy version 1
- Record linked automatically8ac5db8d952026-10-19 19:32:31, scoring_agentidentity id MBR-021879, confidence 0.937, method probabilistic, matched record ENR-104109, policy version 1
- Record linked automatically78cd0c94512026-10-19 19:31:28, scoring_agentidentity id MBR-011966, confidence 0.994, method probabilistic, matched record TPA-51436, policy version 1