Record, CLM, bronze and silver
CLM-419671
Received 2026-01-11T19:52:40Z, line 52,279 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 | William | William | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 1953-02-25 | 1953-02-25 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | N/A·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 663.834.7777 | 6638347777 | Parsed |
| NULL | — | Cleared | |
| Address | 2604 Meadow Lane | 2604 Meadow Ln | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75222 | 75222 | Unchanged |
| Group | GRP-1839 | GRP-1839 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- william|singh
- Address key
- 2604|meadow|75222
- Canonical first
- william
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-419672 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003479
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: William Singh, 1953-02-25, 2 records, Verified
Evidence
Matched against CLM-419672
| 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 automatically904a5f17e32026-10-19 19:54:38, scoring_agentidentity id MBR-003479, confidence 1, method probabilistic, matched record CLM-419672, policy version 1
- Record linked automatically0e6ade27ca2026-10-19 19:52:08, scoring_agentidentity id MBR-003479, confidence 1, method probabilistic, matched record CLM-419672, policy version 1
- Record linked automaticallya2ec3d74bf2026-10-19 19:45:41, scoring_agentidentity id MBR-003479, confidence 1, method probabilistic, matched record CLM-419672, policy version 1
- Record linked automatically721b1964a72026-10-19 19:32:31, scoring_agentidentity id MBR-003479, confidence 1, method probabilistic, matched record CLM-419672, policy version 1
- Record linked automaticallyb788f03d4c2026-10-19 19:31:28, matching_agentidentity id MBR-012478, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125808