Record, CLM, bronze and silver
CLM-418113
Received 2026-06-25T19:34:36Z, line 72,670 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 | arthur | Arthur | Changed |
| Middle | — | — | Unchanged |
| Last name | oliver | Oliver | Changed |
| Date of birth | 4/22/1995 | 1995-04-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 506-210-2612 | 5062102612 | Parsed |
| NULL | — | Cleared | |
| Address | 8600 Union Street | 8600 Union St | Changed |
| City | Houston·· | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | null | — | Cleared |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- arthur|oliver
- Address key
- 8600|union|houston
- Canonical first
- arthur
Quality flags
8 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)
- 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
- 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 |
|---|---|---|---|---|
| CLM-418112 | 1.00 | Scored | — | Auto-linked |
| ENR-123810 | 0.94 | Scored | — | Auto-linked |
| TPA-58000 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003391
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arthur Oliver, 1995-04-22, 4 records, Verified
Evidence
Matched against CLM-418112
| 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
6 hash-chained entries for this record
- Record linked automatically8af58c61322026-10-22 12:43:53, scoring_agentidentity id MBR-003391, confidence 1, method probabilistic, matched record CLM-418112, policy version 1
- Record linked automatically10fd48f1932026-10-19 19:54:38, scoring_agentidentity id MBR-003391, confidence 1, method probabilistic, matched record CLM-418112, policy version 1
- Record linked automatically3e8aa8ff192026-10-19 19:52:08, scoring_agentidentity id MBR-003391, confidence 1, method probabilistic, matched record CLM-418112, policy version 1
- Record linked automatically9d680a1ef02026-10-19 19:45:41, scoring_agentidentity id MBR-003391, confidence 1, method probabilistic, matched record CLM-418112, policy version 1
- Record linked automatically9f5b6b148b2026-10-19 19:32:31, scoring_agentidentity id MBR-003391, confidence 1, method probabilistic, matched record CLM-418112, policy version 1
- Record linked automatically712d1073382026-10-19 19:31:28, matching_agentidentity id MBR-002672, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57910