Record, CLM, bronze and silver
CLM-410973
Received 2026-02-23T12:19:40Z , line 21,846 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 | Stephens, Thomas | Thomas | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Stephens | Changed |
| Date of birth | 2003-07-13 | 2003-07-13 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 7446 Apache Boulevard | 7446 Apache Blvd | Changed |
| City | Tampa·· | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33659 | 33659 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- thomas|stephens
- Address key
- 7446|apache|33659
- Canonical first
- thomas
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-114400 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015328
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Stephens, 2003-07-13, 2 records, Verified
Evidence
Matched against ENR-114400
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya29aa758d72026-10-22 12:43:54, scoring_agentidentity id MBR-015328, confidence 1, method probabilistic, matched record ENR-114400, policy version 1
- Record linked automatically9455b134c32026-10-19 19:54:38, scoring_agentidentity id MBR-015328, confidence 1, method probabilistic, matched record ENR-114400, policy version 1
- Record linked automaticallyf6e6fd39042026-10-19 19:52:09, scoring_agentidentity id MBR-015328, confidence 1, method probabilistic, matched record ENR-114400, policy version 1
- Record linked automatically830c2dfdab2026-10-19 19:45:42, scoring_agentidentity id MBR-015328, confidence 1, method probabilistic, matched record ENR-114400, policy version 1
- Record linked automaticallyc52b39e05d2026-10-19 19:32:31, scoring_agentidentity id MBR-015328, confidence 1, method probabilistic, matched record ENR-114400, policy version 1
- Record linked automatically0f79f3cf102026-10-19 19:31:28, matching_agentidentity id MBR-020432, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410972