Record, CLM, bronze and silver
CLM-418072
Received 2026-05-13T22:49:50Z, line 64,202 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 | Zachary | Zachary | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Maldonado | Maldonado | Unchanged |
| Date of birth | 19870222 | 1987-02-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-14103-56 | UHC-14103-56 | Unchanged |
| SSN | •••-••-4120 | •••-••-4120 | Parsed |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 3999 Union Street | 3999 Union St | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77083 | 77083 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- zachary|maldonado
- Address key
- 3999|union|77083
- Canonical first
- zachary
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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 |
|---|---|---|---|---|
| CLM-418073 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-123758 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57985 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002270
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Zachary Maldonado, 1987-02-22, 4 records, Verified
Evidence
Matched against ENR-123758
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3b5b32141b2026-10-19 19:54:38, matching_agentidentity id MBR-002270, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123758
- Record linked automatically26b73685ee2026-10-19 19:52:08, matching_agentidentity id MBR-002270, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123758
- Record linked automatically26d44673432026-10-19 19:45:41, matching_agentidentity id MBR-002270, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123758
- Record linked automatically9263cdba472026-10-19 19:32:31, matching_agentidentity id MBR-002270, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123758
- Record linked automatically7f3131ad372026-10-19 19:31:28, scoring_agentidentity id MBR-002132, confidence 1, method probabilistic, matched record TPA-57899, policy version 1