Record, CLM, bronze and silver
CLM-429781
Received 2026-01-24T08:28:15Z, line 38,192 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 | Frances | Frances | Unchanged |
| Middle | X | X | Unchanged |
| Last name | Lawson | Lawson | Unchanged |
| Date of birth | 19860722 | 1986-07-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 17098138335 | 7098138335 | Parsed |
| — | — | Unchanged | |
| Address | 4507 Sage Ct | 4507 Sage Ct | Unchanged |
| City | Gilbert·· | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- frances|lawson
- Address key
- 4507|sage|gilbert
- Canonical first
- frances
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| ENR-139051 | 0.94 | Scored | — | Auto-linked |
| PRV-28711 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007191
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Frances Lawson, 1986-07-22, 3 records, Verified
Evidence
Matched against ENR-139051
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically415e60d2d72026-10-22 12:43:53, scoring_agentidentity id MBR-007191, confidence 0.937, method probabilistic, matched record ENR-139051, policy version 1
- Record linked automatically222a2c4b4c2026-10-19 19:54:38, scoring_agentidentity id MBR-007191, confidence 0.937, method probabilistic, matched record ENR-139051, policy version 1
- Record linked automaticallyd8aaee1e632026-10-19 19:52:09, scoring_agentidentity id MBR-007191, confidence 0.937, method probabilistic, matched record ENR-139051, policy version 1
- Record linked automatically12b3943a682026-10-19 19:45:42, scoring_agentidentity id MBR-007191, confidence 0.937, method probabilistic, matched record ENR-139051, policy version 1
- Record linked automaticallyef1e95d49b2026-10-19 19:32:31, scoring_agentidentity id MBR-007191, confidence 0.937, method probabilistic, matched record ENR-139051, policy version 1
- Record linked automatically68171da3312026-10-19 19:31:28, scoring_agentidentity id MBR-005774, confidence 1, method probabilistic, matched record TPA-63061, policy version 1