Record, CLM, bronze and silver
CLM-427910
Received 2026-04-04T06:59:04Z, line 79,699 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 | MARCUS | Marcus | Changed |
| Middle | — | — | Unchanged |
| Last name | MONTGOMERY | Montgomery | Changed |
| Date of birth | 02/07/1966 | 1966-02-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-94734-12 | UHC-94734-12 | Unchanged |
| SSN | •••-••-9371 | •••-••-9371 | Unchanged |
| Phone | null | — | Cleared |
| marcus.montgomery@gmail.com | marcus.montgomery@gmail.com | Unchanged | |
| Address | 1942 Meadow Lane | 1942 Meadow Ln | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85203 | 85203 | Changed |
| Group | GRP-6593 | GRP-6593 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- marcus|montgomery
- Address key
- 1942|meadow|85203
- Canonical first
- marcus
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)
- 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
- 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 |
|---|---|---|---|---|
| TPA-62331 | 1.00 | Scored | — | Auto-linked |
| PRV-28190 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28188 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28189 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136601 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136599 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136600 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023920
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marcus Montgomery, 1966-02-07, 8 records, Verified
Evidence
Matched against TPA-62331
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya55a62f79b2026-10-19 19:54:38, scoring_agentidentity id MBR-023920, confidence 1, method probabilistic, matched record TPA-62331, policy version 1
- Record linked automaticallyd8fca363442026-10-19 19:52:09, scoring_agentidentity id MBR-023920, confidence 1, method probabilistic, matched record TPA-62331, policy version 1
- Record linked automatically7b86d52e9e2026-10-19 19:45:42, scoring_agentidentity id MBR-023920, confidence 1, method probabilistic, matched record TPA-62331, policy version 1
- Record linked automaticallyfd13f83e3f2026-10-19 19:32:31, scoring_agentidentity id MBR-023920, confidence 1, method probabilistic, matched record TPA-62331, policy version 1
- Record linked automatically1cce18fc622026-10-19 19:31:28, matching_agentidentity id MBR-035204, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136918