Record, CLM, bronze and silver
CLM-432778
Received 2026-01-19T01:45:00Z, line 65,417 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 | Nicole | Changed |
| Middle | M. | M | Changed |
| Last name | ROBERTSON | Robertson | Changed |
| Date of birth | 1982-10-04·· | 1982-10-04 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-44037-37 | UHC-44037-37 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (556) 998-1750·· | 5569981750 | Parsed |
| null | — | Cleared | |
| Address | 70 LAKE VIEW RD Apt 32 | 70 Lake View Rd Apt 32 | Changed |
| City | Nashville·· | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37276 | 37276 | Unchanged |
| Group | GRP-7910 | GRP-7910 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.48
- Name key
- nicole|robertson
- Address key
- 70|lake view|37276
- Canonical first
- nicole
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-432777 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005671
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Robertson, 1982-10-04, 2 records, Verified
Evidence
Matched against CLM-432777
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1f860b6ce02026-10-19 19:54:38, matching_agentidentity id MBR-005671, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432777
- Record linked automaticallyb01674a53f2026-10-19 19:52:08, matching_agentidentity id MBR-005671, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432777
- Record linked automatically8430f6ce662026-10-19 19:45:42, matching_agentidentity id MBR-005671, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432777
- Record linked automaticallye08f6369d92026-10-19 19:32:31, matching_agentidentity id MBR-005671, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432777
- Record linked automaticallyb369792fa92026-10-19 19:31:28, scoring_agentidentity id MBR-027141, confidence 1, method probabilistic, matched record CLM-432779, policy version 1