Record, CLM, bronze and silver
CLM-424345
Received 2026-02-06T03:06:21Z, line 6,884 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 | Vazquez, Heather | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Vazquez | Changed |
| Date of birth | May 14, 1956 | 1956-05-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·- | — | Cleared |
| SSN | •••-••-6293 | •••-••-6293 | Unchanged |
| Phone | +1 687 609 4958 | 6876094958 | Parsed |
| null | — | Cleared | |
| Address | 1445 Central Avenue | 1445 Central Ave | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85399 | 85399 | Unchanged |
| Group | - | — | Cleared |
| Plan | ·SELECT-EPO | SELECT-EPO | Changed |
- Quality score
- 0.62
- Name key
- heather|vazquez
- Address key
- 1445|central|85399
- Canonical first
- heather
Quality flags
7 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
- 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-424344 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-131823 | 0.88 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010791
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Heather Vazquez, 1956-05-14, 3 records, Verified
Evidence
Matched against CLM-424344
| 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
5 hash-chained entries for this record
- Record linked automaticallyadf7e4638f2026-10-19 19:54:38, matching_agentidentity id MBR-010791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-424344
- Record linked automatically2764b32dcb2026-10-19 19:52:09, matching_agentidentity id MBR-010791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-424344
- Record linked automatically8654d203fa2026-10-19 19:45:42, matching_agentidentity id MBR-010791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-424344
- Record linked automatically5a9a1f3e6d2026-10-19 19:32:31, matching_agentidentity id MBR-010791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-424344
- Record linked automaticallyf83e915cd02026-10-19 19:31:28, scoring_agentidentity id MBR-014672, confidence 1, method probabilistic, matched record ENR-132041, policy version 1