Record, CLM, bronze and silver
CLM-406044
Received 2026-06-10T21:48:11Z, line 91,753 of the CLM feed
CLMScored
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 | — | — | Unchanged |
| Last name | sullivan | Sullivan | Changed |
| Date of birth | 21-09-2005 | 2005-09-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-7894 | •••-••-7894 | Unchanged |
| Phone | (561) 635-0718 | 5616350718 | Parsed |
| — | — | Unchanged | |
| Address | 5598 Valley View Drive | 5598 Valley View Dr | Changed |
| City | ·TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85235 | 85235 | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.72
- Name key
- nicole|sullivan
- Address key
- 5598|valley view|85235
- Canonical first
- nicole
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| PRV-21770 | 1.00 | Scored | — | Auto-linked |
| CLM-406045 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-107964 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029680
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Sullivan, 2005-09-21, 4 records, Verified
Evidence
Matched against PRV-21770
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically7ae528c3dd2026-10-22 12:43:54, scoring_agentidentity id MBR-029680, confidence 1, method probabilistic, matched record PRV-21770, policy version 1
- Record linked automaticallyef21af8b5e2026-10-19 19:54:38, scoring_agentidentity id MBR-029680, confidence 1, method probabilistic, matched record PRV-21770, policy version 1
- Record linked automatically871524856a2026-10-19 19:52:09, scoring_agentidentity id MBR-029680, confidence 1, method probabilistic, matched record PRV-21770, policy version 1
- Record linked automaticallycfe3e1af0b2026-10-19 19:45:42, scoring_agentidentity id MBR-029680, confidence 1, method probabilistic, matched record PRV-21770, policy version 1
- Record linked automatically5cd9aaa1532026-10-19 19:32:31, scoring_agentidentity id MBR-029680, confidence 1, method probabilistic, matched record PRV-21770, policy version 1
- Record linked automaticallyac047151832026-10-19 19:31:28, matching_agentidentity id MBR-008500, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406043