Record, CLM, bronze and silver
CLM-413356
Received 2026-07-21T06:51:53Z, line 45,338 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 | roy | Roy | Changed |
| Middle | O. | O | Changed |
| Last name | ·nichols | Nichols | Changed |
| Date of birth | 1983-08-11 | 1983-08-11 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-9450 | •••-••-9450 | Unchanged |
| Phone | ·- | — | Cleared |
| NULL | — | Cleared | |
| Address | 7391 DESERT SKY BLVD | 7391 Desert Sky Blvd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85299 | 85299 | Unchanged |
| Group | GRP-7255 | GRP-7255 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- roy|nichols
- Address key
- 7391|desert sky|85299
- Canonical first
- roy
Quality flags
5 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
- 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-413355 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-117525 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039125
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Roy Nichols, 1983-08-11, 3 records, Verified
Evidence
Matched against CLM-413355
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4856fceaaf2026-10-19 19:54:39, matching_agentidentity id MBR-039125, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-413355
- Record linked automatically3d595dca862026-10-19 19:52:09, matching_agentidentity id MBR-039125, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-413355
- Record linked automaticallye706c9595a2026-10-19 19:45:42, matching_agentidentity id MBR-039125, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-413355
- Record linked automatically854a203ad12026-10-19 19:32:31, matching_agentidentity id MBR-039125, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-413355
- Record linked automatically7daa5671152026-10-19 19:31:28, scoring_agentidentity id MBR-033974, confidence 0.973, method probabilistic, matched record CLM-413357, policy version 1