Record, CLM, bronze and silver
CLM-428570
Received 2026-08-15T09:20:32Z, line 94,287 of the CLM feed
CLMRule
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 | ·KNIGHT | Knight | Changed |
| Date of birth | 10/25/77 | 1977-10-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC8965506·· | UHC-89655-06 | Parsed |
| SSN | •••-••-5567 | •••-••-5567 | Unchanged |
| Phone | +1 928 249 2380 | 9282492380 | Parsed |
| - | — | Cleared | |
| Address | 8687 Bayshore Drive | 8687 Bayshore Dr | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | ·95827 | 95827 | Changed |
| Group | GRP-1458 | GRP-1458 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.60
- Name key
- kayla|knight
- Address key
- 8687|bayshore|95827
- Canonical first
- kayla
Quality flags
8 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| CLM-428572 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428571 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-137493 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030527
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kayla Knight, 1977-10-25, 4 records, Verified
Evidence
Matched against CLM-428572
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3138a6c5942026-10-22 12:43:54, matching_agentidentity id MBR-030527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428572
- Record linked automatically8d9697fb7d2026-10-19 19:54:38, matching_agentidentity id MBR-030527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428572
- Record linked automaticallyad60f0205d2026-10-19 19:52:09, matching_agentidentity id MBR-030527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428572
- Record linked automatically6f8394b4022026-10-19 19:45:42, matching_agentidentity id MBR-030527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428572
- Record linked automatically59d665d4472026-10-19 19:32:31, matching_agentidentity id MBR-030527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428572
- Record linked automatically5892fd5cfd2026-10-19 19:31:28, scoring_agentidentity id MBR-014931, confidence 0.937, method probabilistic, matched record ENR-137750, policy version 1