Record, CLM, bronze and silver
CLM-427890
Received 2026-01-17T05:29:16Z, line 87,764 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 | EMILY | Emily | Changed |
| Middle | — | — | Unchanged |
| Last name | ·PALMER | Palmer | Changed |
| Date of birth | 07/18/61 | 1961-07-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·NULL | — | Cleared |
| SSN | •••-••-6235 | •••-••-6235 | Unchanged |
| Phone | 449-949-2838·· | 4499492838 | Parsed |
| - | — | Cleared | |
| Address | 7132 Forest Avenue Apt 21 | 7132 Forest Ave Apt 21 | Changed |
| City | Nashville | Nashville | Unchanged |
| State | Tennessee | TN | Changed |
| ZIP | 37224 | 37224 | Unchanged |
| Group | GRP-9863 | GRP-9863 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.34
- Name key
- emily|palmer
- Address key
- 7132|forest|37224
- Canonical first
- emily
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-427892 | 0.99 | Scored | — | Auto-linked |
| CLM-427891 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-136573 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005149
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Emily Palmer, 1961-07-18, 4 records, Verified
Evidence
Matched against CLM-427892
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb6d7bf46802026-10-19 19:54:38, scoring_agentidentity id MBR-005149, confidence 0.987, method probabilistic, matched record CLM-427892, policy version 1
- Record linked automatically5d26e232cd2026-10-19 19:52:08, scoring_agentidentity id MBR-005149, confidence 0.987, method probabilistic, matched record CLM-427892, policy version 1
- Record linked automaticallye10691d8a42026-10-19 19:45:42, scoring_agentidentity id MBR-005149, confidence 0.987, method probabilistic, matched record CLM-427892, policy version 1
- Record linked automaticallyd882d690072026-10-19 19:32:31, scoring_agentidentity id MBR-005149, confidence 0.987, method probabilistic, matched record CLM-427892, policy version 1
- Record linked automatically92785ab36f2026-10-19 19:31:28, matching_agentidentity id MBR-010315, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427892