Record, CLM, bronze and silver
CLM-425721
Received 2026-01-17T11:58:41Z, line 46,213 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 | Day, Kethleen | Kethleen | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Day | Changed |
| Date of birth | 11/21/1966 | 1966-11-21 | Parsed |
| Gender | ···· | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | (414) 675-3098 | 4146753098 | Parsed |
| — | — | Unchanged | |
| Address | 3932 Meadow Ln Apt 11 | 3932 Meadow Ln Apt 11 | Unchanged |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33660 | 33660 | Unchanged |
| Group | GRP-6907·· | GRP-6907 | Changed |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- kethleen|day
- Address key
- 3932|meadow|33660
- Canonical first
- kethleen
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| PRV-27572 | 0.99 | Scored | — | Auto-linked |
| PRV-27570 | 0.99 | Scored | — | Auto-linked |
| PRV-27571 | 0.99 | Scored | — | Auto-linked |
| ENR-133636 | 0.99 | Scored | — | Auto-linked |
| ENR-133635 | 0.99 | Scored | — | Auto-linked |
| PRV-27569 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005235
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Kathleen Day, 1966-11-21, 7 records, Verified
Evidence
Matched against PRV-27572
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd754266e662026-10-19 19:54:38, scoring_agentidentity id MBR-005235, confidence 0.991, method probabilistic, matched record PRV-27572, policy version 1
- Record linked automatically9fa8e8c3032026-10-19 19:52:08, scoring_agentidentity id MBR-005235, confidence 0.991, method probabilistic, matched record PRV-27572, policy version 1
- Record linked automatically4ec5952b6c2026-10-19 19:45:42, scoring_agentidentity id MBR-005235, confidence 0.991, method probabilistic, matched record PRV-27572, policy version 1
- Record linked automatically801d1a8bc82026-10-19 19:32:31, scoring_agentidentity id MBR-005235, confidence 0.991, method probabilistic, matched record PRV-27572, policy version 1
- Record linked automaticallyd04e464a842026-10-19 19:31:28, matching_agentidentity id MBR-014271, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61325