Record, CLM, bronze and silver
CLM-413352
Received 2026-02-20T08:31:33Z, line 43,307 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 | SARAH | Sarah | Changed |
| Middle | M | M | Unchanged |
| Last name | KENNEDY | Kennedy | Changed |
| Date of birth | 1998-07-05 | 1998-07-05 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-9080 | •••-••-9080 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 5026 HILLCREST RD | 5026 Hillcrest Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | ·Arizona | AZ | Changed |
| ZIP | 85286 | 85286 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- sarah|kennedy
- Address key
- 5026|hillcrest|85286
- Canonical first
- sarah
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-55868 | 1.00 | Scored | — | Auto-linked |
| ENR-117521 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014518
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah Kennedy, 1998-07-05, 3 records, Verified
Evidence
Matched against TPA-55868
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically9a811078ee2026-10-19 19:54:38, scoring_agentidentity id MBR-014518, confidence 1, method probabilistic, matched record TPA-55868, policy version 1
- Record linked automatically3f9f5d235d2026-10-19 19:52:09, scoring_agentidentity id MBR-014518, confidence 1, method probabilistic, matched record TPA-55868, policy version 1
- Record linked automatically597019fde92026-10-19 19:45:42, scoring_agentidentity id MBR-014518, confidence 1, method probabilistic, matched record TPA-55868, policy version 1
- Record linked automatically24f49c30992026-10-19 19:32:31, scoring_agentidentity id MBR-014518, confidence 1, method probabilistic, matched record TPA-55868, policy version 1
- Record linked automatically4aae821bb52026-10-19 19:31:28, matching_agentidentity id MBR-030010, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413353