Record, CLM, bronze and silver
CLM-422208
Received 2026-03-10T03:50:26Z, line 34,493 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 | Thomas | Thomas | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Shirley | Shirley | Unchanged |
| Date of birth | ·1948-01-12 | 1948-01-12 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-72311-42 | UHC-72311-42 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 9291 Mountain View Drive | 9291 Mountain View Dr | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33127 | 33127 | Unchanged |
| Group | GRP-6211 | GRP-6211 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- thomas|shirley
- Address key
- 9291|mountain view|33127
- Canonical first
- thomas
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| ENR-129119 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-129118 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018646
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Shirley Thomas, 1948-01-12, 3 records, Verified
Evidence
Matched against ENR-129119
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automatically5bc35457742026-10-22 12:43:54, matching_agentidentity id MBR-018646, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129119
- Record linked automaticallye1ca59abed2026-10-19 19:54:38, matching_agentidentity id MBR-018646, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129119
- Record linked automatically3ea51e88fa2026-10-19 19:52:09, matching_agentidentity id MBR-018646, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129119
- Record linked automatically469a3264d32026-10-19 19:45:42, matching_agentidentity id MBR-018646, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129119
- Record linked automatically50da841cef2026-10-19 19:32:31, matching_agentidentity id MBR-018646, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129119