Record, CLM, bronze and silver
CLM-417561
Received 2026-02-06T14:48:40Z, line 81,560 of the CLM feed
CLMRule
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 J. | Marcus | Changed |
| Middle | — | J | Changed |
| Last name | ALLVARADO | Allvarado | Changed |
| Date of birth | 6/12/1949 | 1949-06-12 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ·UHC-99938-50 | UHC-99938-50 | Parsed |
| SSN | •••-••-1961 | •••-••-1961 | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 53 Union Street | 53 Union St | Changed |
| City | SAN ANTONIO | San Antonio | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78272 | 78272 | Unchanged |
| Group | GRP-9840 | GRP-9840 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.46
- Name key
- marcus|allvarado
- Address key
- 53|union|78272
- Canonical first
- marcus
Quality flags
9 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- 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 |
|---|---|---|---|---|
| TPA-57754 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010912
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Marcus Allvarado, 1949-06-12, 2 records, Verified
Evidence
Matched against TPA-57754
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically98cbca95212026-10-19 19:54:38, matching_agentidentity id MBR-010912, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57754
- Record linked automatically3f7e03af082026-10-19 19:52:09, matching_agentidentity id MBR-010912, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57754
- Record linked automatically9ae3846ddf2026-10-19 19:45:42, matching_agentidentity id MBR-010912, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57754
- Record linked automaticallyec409a8a622026-10-19 19:32:31, matching_agentidentity id MBR-010912, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57754
- Record linked automatically34f72c156f2026-10-19 19:31:28, scoring_agentidentity id MBR-023911, confidence 1, method probabilistic, matched record PRV-25144, policy version 1