Record, CLM, bronze and silver
CLM-418244
Received 2026-07-31T19:23:28Z, line 98,397 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 | Unchanged |
| Middle | C | C | Unchanged |
| Last name | Reiid·· | Reiid | Changed |
| Date of birth | 11/6/1950 | 1950-11-06 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·UHC-05355-87 | UHC-05355-87 | Parsed |
| SSN | null | — | Cleared |
| Phone | 952-745-1399 | 9527451399 | Parsed |
| - | — | Cleared | |
| Address | 1181 SAGE CT | 1181 Sage Ct | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75014 | 75014 | Unchanged |
| Group | GRP-1600 | GRP-1600 | Unchanged |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.62
- Name key
- kayla|reiid
- Address key
- 1181|sage|75014
- Canonical first
- kayla
Quality flags
7 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| PRV-25404 | 0.99 | Scored | — | Auto-linked |
| ENR-123990 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021344
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Kayla Reid, 1950-11-06, 3 records, Verified
Evidence
Matched against PRV-25404
| 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
6 hash-chained entries for this record
- Record linked automatically05b366e7f72026-10-22 12:43:54, scoring_agentidentity id MBR-021344, confidence 0.991, method probabilistic, matched record PRV-25404, policy version 1
- Record linked automatically2e85aece5d2026-10-19 19:54:38, scoring_agentidentity id MBR-021344, confidence 0.991, method probabilistic, matched record PRV-25404, policy version 1
- Record linked automatically6c99af0fe92026-10-19 19:52:09, scoring_agentidentity id MBR-021344, confidence 0.991, method probabilistic, matched record PRV-25404, policy version 1
- Record linked automatically8b58a72ac92026-10-19 19:45:42, scoring_agentidentity id MBR-021344, confidence 0.991, method probabilistic, matched record PRV-25404, policy version 1
- Record linked automatically33d14636852026-10-19 19:32:31, scoring_agentidentity id MBR-021344, confidence 0.991, method probabilistic, matched record PRV-25404, policy version 1
- Record linked automaticallyf5b28c69632026-10-19 19:31:28, matching_agentidentity id MBR-004354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123894