Record, CLM, bronze and silver
CLM-411226
Received 2026-10-07T16:55:31Z, line 86,408 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 | ZACHARY | Zachary | Changed |
| Middle | H. | H | Changed |
| Last name | THOMPSON | Thompson | Changed |
| Date of birth | ·1959-02-24 | 1959-02-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-0403 | •••-••-0403 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 320 WASHINGTON STREET | 320 Washington St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33695 | 33695 | Unchanged |
| Group | GRP-7988 | GRP-7988 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- zachary|thompson
- Address key
- 320|washington|33695
- Canonical first
- zachary
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| TPA-54932 | 0.97 | Scored | — | Auto-linked |
| ENR-114766 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023612
- Method
- Scored
- Confidence
- 0.97
- Rule
- weighted score, no rule
Golden record: Zachary Thompson, 1959-02-24, 3 records, Verified
Evidence
Matched against TPA-54932
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4bb14e37d92026-10-19 19:54:38, scoring_agentidentity id MBR-023612, confidence 0.975, method probabilistic, matched record TPA-54932, policy version 1
- Record linked automatically717cacb8872026-10-19 19:52:09, scoring_agentidentity id MBR-023612, confidence 0.975, method probabilistic, matched record TPA-54932, policy version 1
- Record linked automatically5529b534f02026-10-19 19:45:42, scoring_agentidentity id MBR-023612, confidence 0.975, method probabilistic, matched record TPA-54932, policy version 1
- Record linked automaticallyc2beb0f2ae2026-10-19 19:32:31, scoring_agentidentity id MBR-023612, confidence 0.975, method probabilistic, matched record TPA-54932, policy version 1
- Record linked automatically85e3699b1d2026-10-19 19:31:28, scoring_agentidentity id MBR-023996, confidence 1, method probabilistic, matched record ENR-114854, policy version 1