Record, CLM, bronze and silver
CLM-414422
Received 2026-10-07T10:59:38Z, line 10,720 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 | Nicole, Banks | Banks | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Nicole | Changed |
| Date of birth | Dec 26, 1996 | 1996-12-26 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-03903-87 | UHC-03903-87 | Unchanged |
| SSN | •••-••-3194 | •••-••-3194 | Unchanged |
| Phone | 551-404-5899 | 5514045899 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 2517 Mountain View Drive | 2517 Mountain View Dr | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85200·· | 85200 | Changed |
| Group | GRP-5995 | GRP-5995 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.48
- Name key
- banks|nicole
- Address key
- 2517|mountain view|85200
- Canonical first
- banks
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| CLM-414423 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-118996 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-56368 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020421
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Banks, 1996-12-26, 5 records, Verified
Evidence
Matched against CLM-414423
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically80498a9c6a2026-10-19 19:54:38, matching_agentidentity id MBR-020421, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414423
- Record linked automaticallyae3396aee12026-10-19 19:52:09, matching_agentidentity id MBR-020421, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414423
- Record linked automatically06e3ec69142026-10-19 19:45:42, matching_agentidentity id MBR-020421, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414423
- Record linked automaticallyedabc628fd2026-10-19 19:32:31, matching_agentidentity id MBR-020421, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414423
- Record linked automaticallyf1d51a80da2026-10-19 19:31:28, scoring_agentidentity id MBR-012582, confidence 1, method probabilistic, matched record CLM-414423, policy version 1