Record, CLM, bronze and silver
CLM-402596
Received 2026-02-09T16:54:14Z, line 62,539 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 | ·Patricia | Patricia | Changed |
| Middle | ···· | — | Unchanged |
| Last name | Graham | Graham | Unchanged |
| Date of birth | 1970-10-08 | 1970-10-08 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1914 | •••-••-1914 | Unchanged |
| Phone | ·+1 683 617 5271 | 6836175271 | Parsed |
| N/A | — | Cleared | |
| Address | 948 Indian School Road | 948 Indian School Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33656 | 33656 | Unchanged |
| Group | null | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- patricia|graham
- Address key
- 948|indian school|33656
- Canonical first
- patricia
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| CLM-402595 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-103324 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000440
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Patricia Graham, 1970-10-08, 3 records, Verified
Evidence
Matched against ENR-103324
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7a669784882026-10-22 12:43:52, matching_agentidentity id MBR-000440, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103324
- Record linked automatically66595821942026-10-19 19:54:38, matching_agentidentity id MBR-000440, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103324
- Record linked automatically3f931604842026-10-19 19:52:08, matching_agentidentity id MBR-000440, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103324
- Record linked automatically2395f34fea2026-10-19 19:45:41, matching_agentidentity id MBR-000440, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103324
- Record linked automatically539873cd212026-10-19 19:32:31, matching_agentidentity id MBR-000440, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103324
- Record linked automatically758051eb0a2026-10-19 19:31:28, scoring_agentidentity id MBR-013807, confidence 1, method probabilistic, matched record TPA-51193, policy version 1