Record, CLM, bronze and silver
CLM-408255
Received 2026-03-31T01:02:52Z, line 74,274 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 | KAYLA | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | CHEN | Chen | Changed |
| Date of birth | ·19670125 | 1967-01-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-0934 | •••-••-0934 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 8289 Main Street Apt 21 | 8289 Main St Apt 21 | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37244 | 37244 | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- kayla|chen
- Address key
- 8289|main|37244
- Canonical first
- kayla
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-53621 | 1.00 | Scored | — | Auto-linked |
| CLM-408256 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-110891 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001335
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Chen, 1967-01-25, 4 records, Verified
Evidence
Matched against TPA-53621
| 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 automatically041c802dcc2026-10-22 12:43:53, scoring_agentidentity id MBR-001335, confidence 1, method probabilistic, matched record TPA-53621, policy version 1
- Record linked automaticallydb749cb4322026-10-19 19:54:38, scoring_agentidentity id MBR-001335, confidence 1, method probabilistic, matched record TPA-53621, policy version 1
- Record linked automatically715bc81e0d2026-10-19 19:52:08, scoring_agentidentity id MBR-001335, confidence 1, method probabilistic, matched record TPA-53621, policy version 1
- Record linked automatically7fd115c37c2026-10-19 19:45:41, scoring_agentidentity id MBR-001335, confidence 1, method probabilistic, matched record TPA-53621, policy version 1
- Record linked automatically9451d50a0b2026-10-19 19:32:31, scoring_agentidentity id MBR-001335, confidence 1, method probabilistic, matched record TPA-53621, policy version 1
- Record linked automatically2e01e28f6f2026-10-19 19:31:28, matching_agentidentity id MBR-032638, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408256