Record, CLM, bronze and silver
CLM-400521
Received 2026-01-13T06:10:02Z, line 36,276 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 | Fuller, Danielle·· | Danielle | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Fuller | Changed |
| Date of birth | Mar 7, 1963 | 1963-03-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·null | — | Cleared |
| SSN | •••-••-9269 | •••-••-9269 | Unchanged |
| Phone | 2572606122 | 2572606122 | Unchanged |
| — | — | Unchanged | |
| Address | 8088 Central Avenue | 8088 Central Ave | Changed |
| City | ·Phoenix | Phoenix | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85057 | 85057 | Unchanged |
| Group | GRP-1857 | GRP-1857 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- danielle|fuller
- Address key
- 8088|central|85057
- Canonical first
- danielle
Quality flags
6 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)
- 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-400520 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003888
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Danielle Fuller, 1963-03-07, 2 records, Verified
Evidence
Matched against CLM-400520
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc91f2c4a012026-10-22 12:43:53, matching_agentidentity id MBR-003888, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400520
- Record linked automatically29be0d75cf2026-10-19 19:54:38, matching_agentidentity id MBR-003888, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400520
- Record linked automatically91307a35812026-10-19 19:52:08, matching_agentidentity id MBR-003888, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400520
- Record linked automaticallye9a59bb1d52026-10-19 19:45:42, matching_agentidentity id MBR-003888, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400520
- Record linked automatically9d4493c30d2026-10-19 19:32:31, matching_agentidentity id MBR-003888, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400520
- Record linked automaticallyc60aaea20c2026-10-19 19:31:28, scoring_agentidentity id MBR-028987, confidence 1, method probabilistic, matched record PRV-20156, policy version 1