Record, CLM, bronze and silver
CLM-418073
Received 2026-07-27T21:52:45Z, line 64,207 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 | ZACHARY | Zachary | Changed |
| Middle | — | — | Unchanged |
| Last name | MALDONADO | Maldonado | Changed |
| Date of birth | ·1987-02-22 | 1987-02-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-14103-56 | UHC-14103-56 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 489-987-7427 | 4899877427 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 3999 Union Street | 3999 Union St | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77083-4956 | 77083 | Changed |
| Group | GRP-3560 | GRP-3560 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- zachary|maldonado
- Address key
- 3999|union|77083
- Canonical first
- zachary
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-57985 | 1.00 | Scored | — | Auto-linked |
| ENR-123758 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418072 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002270
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Zachary Maldonado, 1987-02-22, 4 records, Verified
Evidence
Matched against TPA-57985
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically40edde5ccc2026-10-19 19:54:38, scoring_agentidentity id MBR-002270, confidence 1, method probabilistic, matched record TPA-57985, policy version 1
- Record linked automatically7b5ee8c7722026-10-19 19:52:08, scoring_agentidentity id MBR-002270, confidence 1, method probabilistic, matched record TPA-57985, policy version 1
- Record linked automaticallye2ce0988d22026-10-19 19:45:41, scoring_agentidentity id MBR-002270, confidence 1, method probabilistic, matched record TPA-57985, policy version 1
- Record linked automatically60fd38ab542026-10-19 19:32:31, scoring_agentidentity id MBR-002270, confidence 1, method probabilistic, matched record TPA-57985, policy version 1
- Record linked automaticallya45b7709a22026-10-19 19:31:28, scoring_agentidentity id MBR-036464, confidence 1, method probabilistic, matched record TPA-57900, policy version 1