Record, CLM, bronze and silver
CLM-427017
Received 2026-08-13T09:15:03Z, line 60,191 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 | Richard | Richard | Unchanged |
| Middle | F·· | F | Changed |
| Last name | James | James | Unchanged |
| Date of birth | 19741102 | 1974-11-02 | Parsed |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4015 | •••-••-4015 | Unchanged |
| Phone | 16854676221 | 6854676221 | Parsed |
| — | — | Unchanged | |
| Address | 3898 HIGHLAND AVENUE·· | 3898 Highland Ave | Changed |
| City | Houston·· | Houston | Changed |
| State | Texas | TX | Changed |
| ZIP | 77095·· | 77095 | Changed |
| Group | GRP-6467 | GRP-6467 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- richard|james
- Address key
- 3898|highland|77095
- Canonical first
- richard
Quality flags
7 raised during normalisation
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-427018 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-041408
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Richard James, 1974-11-02, 2 records, Verified
Evidence
Matched against CLM-427018
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically9cbc1136cb2026-10-19 19:54:39, scoring_agentidentity id MBR-041408, confidence 1, method probabilistic, matched record CLM-427018, policy version 1
- Record linked automaticallybca9b5cbc52026-10-19 19:52:09, scoring_agentidentity id MBR-041408, confidence 1, method probabilistic, matched record CLM-427018, policy version 1
- Record linked automaticallycc02a1ce882026-10-19 19:45:42, scoring_agentidentity id MBR-041408, confidence 1, method probabilistic, matched record CLM-427018, policy version 1
- Record linked automatically51377bb4142026-10-19 19:32:31, scoring_agentidentity id MBR-041408, confidence 1, method probabilistic, matched record CLM-427018, policy version 1
- Record linked automaticallyaebefbef892026-10-19 19:31:28, scoring_agentidentity id MBR-008428, confidence 1, method probabilistic, matched record CLM-427016, policy version 1