Record, CLM, bronze and silver
CLM-404155
Received 2026-01-09T19:44:29Z, line 67,766 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 | ·Olivia | Olivia | Changed |
| Middle | — | — | Unchanged |
| Last name | Fox | Fox | Unchanged |
| Date of birth | 1976-01-11 | 1976-01-11 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8993 | •••-••-8993 | Unchanged |
| Phone | (777) 831-4682 | 7778314682 | Parsed |
| null | — | Cleared | |
| Address | 1864 Market Street | 1864 Market St | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78750·· | 78750 | Changed |
| Group | GRP-0112 | GRP-0112 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- olivia|fox
- Address key
- 1864|market|78750
- Canonical first
- olivia
Quality flags
5 raised during normalisation
- 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-404154 | 1.00 | Scored | — | Auto-linked |
| CLM-404152 | 1.00 | Scored | — | Auto-linked |
| TPA-51798 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-105433 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404153 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002821
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Olivia Fox, 1976-01-11, 6 records, Verified
Evidence
Matched against CLM-404154
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybfe33bb02c2026-10-19 19:54:38, scoring_agentidentity id MBR-002821, confidence 1, method probabilistic, matched record CLM-404154, policy version 1
- Record linked automatically56def6b7de2026-10-19 19:52:08, scoring_agentidentity id MBR-002821, confidence 1, method probabilistic, matched record CLM-404154, policy version 1
- Record linked automaticallybfd54782402026-10-19 19:45:41, scoring_agentidentity id MBR-002821, confidence 1, method probabilistic, matched record CLM-404154, policy version 1
- Record linked automaticallyd06fab8e942026-10-19 19:32:31, scoring_agentidentity id MBR-002821, confidence 1, method probabilistic, matched record CLM-404154, policy version 1
- Record linked automatically4c570f63462026-10-19 19:31:28, matching_agentidentity id MBR-031520, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105398