Record, CLM, bronze and silver
CLM-426385
Received 2026-05-14T10:31:06Z, line 36,599 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 | Shirley | Shirley | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Soto | Soto | Unchanged |
| Date of birth | ·1948-09-15 | 1948-09-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-96595-31 | UHC-96595-31 | Unchanged |
| SSN | ·null | — | Cleared |
| Phone | ·4211075 | — | Cleared |
| null | — | Cleared | |
| Address | 6577 BASELINE RD | 6577 Baseline Rd | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | — | — | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- shirley|soto
- Address key
- 6577|baseline|nashville
- Canonical first
- shirley
Quality flags
6 raised during normalisation
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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 missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-426384 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-134580 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61655 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426382 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-426383 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-61654 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000721
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Shirley Soto, 1948-09-15, 7 records, Verified
Evidence
Matched against ENR-134580
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically6a978d7eae2026-10-19 19:54:38, matching_agentidentity id MBR-000721, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134580
- Record linked automatically7c51ce30932026-10-19 19:52:08, matching_agentidentity id MBR-000721, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134580
- Record linked automaticallyf3e3a78ede2026-10-19 19:45:41, matching_agentidentity id MBR-000721, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134580
- Record linked automatically5a6afaf0192026-10-19 19:32:31, matching_agentidentity id MBR-000721, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134580
- Record linked automaticallyb6090dd2042026-10-19 19:31:28, matching_agentidentity id MBR-044149, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134881