Record, CLM, bronze and silver
CLM-422998
Received 2026-06-14T15:57:30Z, line 90,636 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 | Pat | Pat | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Marshell | Marshell | Unchanged |
| Date of birth | 08-06-1981 | 1981-06-08 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 16124428236·· | 6124428236 | Parsed |
| null | — | Cleared | |
| Address | 7133 CEDAR LANE | 7133 Cedar Ln | Changed |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77072 | 77072 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.60
- Name key
- patricia|marshell
- Address key
- 7133|cedar|77072
- Canonical first
- patricia
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-422996 | 0.99 | Scored | — | Auto-linked |
| CLM-422995 | 0.99 | Scored | — | Auto-linked |
| CLM-422997 | 0.99 | Scored | — | Auto-linked |
| TPA-60107 | 0.99 | Scored | — | Auto-linked |
| ENR-130103 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006322
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Patricia Marshall, 1981-06-08, 6 records, Verified
Evidence
Matched against CLM-422995
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | nickname |
| 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 automaticallyd34751d06a2026-10-19 19:54:38, scoring_agentidentity id MBR-006322, confidence 0.991, method probabilistic, matched record CLM-422995, policy version 1
- Record linked automatically09f3dcb2bf2026-10-19 19:52:09, scoring_agentidentity id MBR-006322, confidence 0.991, method probabilistic, matched record CLM-422995, policy version 1
- Record linked automaticallyf3e22f64f82026-10-19 19:45:42, scoring_agentidentity id MBR-006322, confidence 0.991, method probabilistic, matched record CLM-422995, policy version 1
- Record linked automatically4fa52cf3f32026-10-19 19:32:31, scoring_agentidentity id MBR-006322, confidence 0.991, method probabilistic, matched record CLM-422995, policy version 1
- Record linked automatically952bca4df32026-10-19 19:31:28, scoring_agentidentity id MBR-033484, confidence 0.987, method probabilistic, matched record ENR-130297, policy version 1