Record, CLM, bronze and silver
CLM-419015
Received 2026-06-18T23:11:18Z , line 83,566 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 | Joyce | Joyce | Unchanged |
| Middle | I | I | Unchanged |
| Last name | Reid | Reid | Unchanged |
| Date of birth | 13-10-1965 | 1965-10-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-8313 | •••-••-8313 | Unchanged |
| Phone | (346) 726-6979 | 3467266979 | Parsed |
| — | — | Unchanged | |
| Address | 3296 SUNSET BOULEVARD | 3296 Sunset Blvd | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85241 | 85241 | Unchanged |
| Group | GRP-7911 | GRP-7911 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- joyce|reid
- Address key
- 3296|sunset|85241
- Canonical first
- joyce
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-58431 | 1.00 | Scored | — | Auto-linked |
| TPA-58430 | 0.98 | Scored | — | Auto-linked |
| ENR-125059 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-419016 | 0.94 | Scored | — | Auto-linked |
| CLM-419014 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016301
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Reid, 1965-10-13, 6 records, Verified
Evidence
Matched against TPA-58431
| 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
5 hash-chained entries for this record
- Record linked automatically677f897c3c2026-10-19 19:54:38, scoring_agentidentity id MBR-016301, confidence 1, method probabilistic, matched record TPA-58431, policy version 1
- Record linked automatically8cccf36ec32026-10-19 19:52:09, scoring_agentidentity id MBR-016301, confidence 1, method probabilistic, matched record TPA-58431, policy version 1
- Record linked automatically8506bcf86b2026-10-19 19:45:42, scoring_agentidentity id MBR-016301, confidence 1, method probabilistic, matched record TPA-58431, policy version 1
- Record linked automaticallyd9e55656142026-10-19 19:32:31, scoring_agentidentity id MBR-016301, confidence 1, method probabilistic, matched record TPA-58431, policy version 1
- Record linked automatically5ded3982aa2026-10-19 19:31:28, matching_agentidentity id MBR-031476, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124884