Record, CLM, bronze and silver
CLM-412903
Received 2026-08-19T18:18:16Z, line 38,533 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 | BARBARA | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | BOYD | Boyd | Changed |
| Date of birth | 09/24/1966 | 1966-09-24 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-2733 | •••-••-2733 | Unchanged |
| Phone | (633) 614-6338 | 6336146338 | Parsed |
| — | — | Unchanged | |
| Address | 9280 Valley View Drive | 9280 Valley View Dr | Changed |
| City | Las Vegas·· | Las Vegas | Changed |
| State | nv | NV | Changed |
| ZIP | 89118 | 89118 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.58
- Name key
- barbara|boyd
- Address key
- 9280|valley view|89118
- Canonical first
- barbara
Quality flags
9 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
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| PRV-23730 | 1.00 | Scored | — | Auto-linked |
| PRV-23729 | 1.00 | Scored | — | Auto-linked |
| CLM-412902 | 0.99 | Scored | — | Auto-linked |
| ENR-116956 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010398
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Boyd, 1966-09-24, 5 records, Verified
Evidence
Matched against PRV-23730
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically283a91a73b2026-10-22 12:43:54, scoring_agentidentity id MBR-010398, confidence 1, method probabilistic, matched record PRV-23730, policy version 1
- Record linked automatically75a259be942026-10-19 19:54:38, scoring_agentidentity id MBR-010398, confidence 1, method probabilistic, matched record PRV-23730, policy version 1
- Record linked automaticallybc04e1601e2026-10-19 19:52:09, scoring_agentidentity id MBR-010398, confidence 1, method probabilistic, matched record PRV-23730, policy version 1
- Record linked automatically55c83f639b2026-10-19 19:45:42, scoring_agentidentity id MBR-010398, confidence 1, method probabilistic, matched record PRV-23730, policy version 1
- Record linked automatically7a68f171a92026-10-19 19:32:31, scoring_agentidentity id MBR-010398, confidence 1, method probabilistic, matched record PRV-23730, policy version 1
- Record linked automaticallya9d7b02a972026-10-19 19:31:28, matching_agentidentity id MBR-029453, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23814