Record, CLM, bronze and silver
CLM-408256
Received 2026-01-05T04:01:29Z, line 50,218 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 | Jan 25, 1967 | 1967-01-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0934 | •••-••-0934 | Unchanged |
| Phone | 12378351439 | 2378351439 | Parsed |
| - | — | Cleared | |
| Address | 8289 Main Street | 8289 Main St | Changed |
| City | ·NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37244 | 37244 | Unchanged |
| Group | ·UNKNOWN | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.72
- Name key
- kayla|chen
- Address key
- 8289|main|37244
- Canonical first
- kayla
Quality flags
8 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)
- 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
- City re-casedCity re-cased to Title Case
- 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 |
| ENR-110891 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-408255 | 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 |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya9985831ab2026-10-22 12:43:53, scoring_agentidentity id MBR-001335, confidence 1, method probabilistic, matched record TPA-53621, policy version 1
- Record linked automaticallye33cc0a21e2026-10-19 19:54:38, scoring_agentidentity id MBR-001335, confidence 1, method probabilistic, matched record TPA-53621, policy version 1
- Record linked automaticallydf5e55ba552026-10-19 19:52:08, scoring_agentidentity id MBR-001335, confidence 1, method probabilistic, matched record TPA-53621, policy version 1
- Record linked automatically1da65238c62026-10-19 19:45:41, scoring_agentidentity id MBR-001335, confidence 1, method probabilistic, matched record TPA-53621, policy version 1
- Record linked automatically121fd289e82026-10-19 19:32:31, scoring_agentidentity id MBR-001335, confidence 1, method probabilistic, matched record TPA-53621, policy version 1
- Record linked automatically66846dd6082026-10-19 19:31:28, matching_agentidentity id MBR-032638, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408255