Record, CLM, bronze and silver
CLM-428170
Received 2026-06-12T01:42:06Z, line 94,536 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 | ·Matthews, Kevin | Kevin | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Matthews | Changed |
| Date of birth | 8/15/1965 | 1965-08-15 | Parsed |
| Gender | - | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 661.603.8237 | 6616038237 | Parsed |
| ···· | — | Unchanged | |
| Address | 6609 Mesa Dr | 6609 Mesa Dr | Unchanged |
| City | Houston | Houston | Unchanged |
| State | Texas | TX | Changed |
| ZIP | — | — | Unchanged |
| Group | GRP-1871 | GRP-1871 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.50
- Name key
- kevin|matthews
- Address key
- 6609|mesa|houston
- Canonical first
- kevin
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| PRV-28260 | 0.93 | Scored | — | Auto-linked |
| CLM-428169 | 0.93 | Scored | — | Auto-linked |
| TPA-62449 | 0.83 | Scored | — | Sent to steward |
| CLM-428167 | 0.83 | Scored | — | Sent to steward |
| CLM-428168 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002488
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Kevin Matthews, 1965-08-15, 5 records, Verified
Evidence
Matched against PRV-28260
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd73704263c2026-10-19 19:54:38, scoring_agentidentity id MBR-002488, confidence 0.925, method probabilistic, matched record PRV-28260, policy version 1
- Record linked automatically89077a1d392026-10-19 19:52:08, scoring_agentidentity id MBR-002488, confidence 0.925, method probabilistic, matched record PRV-28260, policy version 1
- Record linked automaticallyb03d05cb312026-10-19 19:45:41, scoring_agentidentity id MBR-002488, confidence 0.925, method probabilistic, matched record PRV-28260, policy version 1
- Record linked automaticallyaa6512b6542026-10-19 19:32:31, scoring_agentidentity id MBR-002488, confidence 0.925, method probabilistic, matched record PRV-28260, policy version 1
- Record linked automatically115265d1ca2026-10-19 19:31:28, matching_agentidentity id MBR-002073, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28269