Record, CLM, bronze and silver
CLM-422996
Received 2026-08-18T09:26:17Z , line 31,728 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | MARSHALL | Marshall | Changed |
| Date of birth | 19810608 | 1981-06-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-92316-19 | UHC-92316-19 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (612) 442-8236 | 6124428236 | Parsed |
| ·N/A | — | Cleared | |
| Address | 7133 Cedar Lane | 7133 Cedar Ln | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77072 | 77072 | Unchanged |
| Group | - | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- patricia|marshall
- Address key
- 7133|cedar|77072
- Canonical first
- patricia
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| TPA-60107 | 1.00 | Scored | — | Auto-linked |
| CLM-422998 | 0.99 | Scored | — | Auto-linked |
| CLM-422995 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422997 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130103 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006322
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Patricia Marshall, 1981-06-08, 6 records, Verified
Evidence
Matched against TPA-60107
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically610f80ec612026-10-19 19:54:38, scoring_agentidentity id MBR-006322, confidence 1, method probabilistic, matched record TPA-60107, policy version 1
- Record linked automatically8249c05d682026-10-19 19:52:09, scoring_agentidentity id MBR-006322, confidence 1, method probabilistic, matched record TPA-60107, policy version 1
- Record linked automaticallybaf75af3e82026-10-19 19:45:42, scoring_agentidentity id MBR-006322, confidence 1, method probabilistic, matched record TPA-60107, policy version 1
- Record linked automaticallye1cc0841fa2026-10-19 19:32:31, scoring_agentidentity id MBR-006322, confidence 1, method probabilistic, matched record TPA-60107, policy version 1
- Record linked automatically8afa35100a2026-10-19 19:31:28, matching_agentidentity id MBR-034830, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-130295