Record, CLM, bronze and silver
CLM-400763
Received 2026-09-18T16:19:07Z, line 61,949 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 | Billy | Billy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Thomas | Thomas | Unchanged |
| Date of birth | 12/16/1961 | 1961-12-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 394 Cedar Lane | 394 Cedar Ln | Changed |
| City | Mesa·· | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85220-1123 | 85220 | Changed |
| Group | GRP-6514 | GRP-6514 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- william|thomas
- Address key
- 394|cedar|85220
- Canonical first
- william
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-101025 | 1.00 | Scored | — | Auto-linked |
| PRV-20240 | 0.93 | Scored | — | Auto-linked |
| TPA-50359 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021224
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Billy Thomas, 1961-12-16, 3 records, Verified
Evidence
Matched against ENR-101025
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallycf5df4d2262026-10-22 12:43:54, scoring_agentidentity id MBR-021224, confidence 1, method probabilistic, matched record ENR-101025, policy version 1
- Record linked automatically1c39fb70632026-10-19 19:54:38, scoring_agentidentity id MBR-021224, confidence 1, method probabilistic, matched record ENR-101025, policy version 1
- Record linked automaticallybff579faac2026-10-19 19:52:09, scoring_agentidentity id MBR-021224, confidence 1, method probabilistic, matched record ENR-101025, policy version 1
- Record linked automaticallyfd40c6ae7d2026-10-19 19:45:42, scoring_agentidentity id MBR-021224, confidence 1, method probabilistic, matched record ENR-101025, policy version 1
- Record linked automatically48ca64983d2026-10-19 19:32:31, scoring_agentidentity id MBR-021224, confidence 1, method probabilistic, matched record ENR-101025, policy version 1
- Record linked automatically422a1f0b0a2026-10-19 19:31:28, scoring_agentidentity id MBR-013670, confidence 1, method probabilistic, matched record ENR-101073, policy version 1