Record, CLM, bronze and silver
CLM-404497
Received 2026-06-14T19:17:34Z, line 84,437 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 | HEATHER | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 1972-04-28 | 1972-04-28 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-92949-91 | UHC-92949-91 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 9742559371 | 9742559371 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 4780 Union Street | 4780 Union St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | Florida | FL | Changed |
| ZIP | NULL | — | Cleared |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.52
- Name key
- heather|soto
- Address key
- 4780|union|tampa
- Canonical first
- heather
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-105914 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404495 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404496 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020945
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Heather Soto, 1972-04-28, 4 records, Verified
Evidence
Matched against ENR-105914
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallye2b7a748ac2026-10-19 19:54:38, matching_agentidentity id MBR-020945, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105914
- Record linked automatically3cfc3f55382026-10-19 19:52:09, matching_agentidentity id MBR-020945, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105914
- Record linked automatically2b4dcd71462026-10-19 19:45:42, matching_agentidentity id MBR-020945, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105914
- Record linked automaticallyb679038f002026-10-19 19:32:31, matching_agentidentity id MBR-020945, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105914
- Record linked automatically54313b65432026-10-19 19:31:28, scoring_agentidentity id MBR-004712, confidence 1, method probabilistic, matched record ENR-105862, policy version 1