Record, CLM, bronze and silver
CLM-407292
Received 2026-09-19T11:40:17Z, line 17,612 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 | ·Thompson, Joyce | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | ·· | Thompson | Changed |
| Date of birth | 2/17/1952 | 1952-02-17 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 2819 Pine Drive | 2819 Pine Dr | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-4941 | GRP-4941 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- joyce|thompson
- Address key
- 2819|pine|fresno
- Canonical first
- joyce
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)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-109544 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-042049
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Joyce Thompson, 1952-02-17, 2 records, Verified
Evidence
Matched against ENR-109544
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically8dbd59dc8c2026-10-22 12:43:55, scoring_agentidentity id MBR-042049, confidence 0.925, method probabilistic, matched record ENR-109544, policy version 1
- Record linked automatically2eade1bfd72026-10-19 19:54:39, scoring_agentidentity id MBR-042049, confidence 0.925, method probabilistic, matched record ENR-109544, policy version 1
- Record linked automatically1951819f4f2026-10-19 19:52:09, scoring_agentidentity id MBR-042049, confidence 0.925, method probabilistic, matched record ENR-109544, policy version 1
- Record linked automatically404490de432026-10-19 19:45:42, scoring_agentidentity id MBR-042049, confidence 0.925, method probabilistic, matched record ENR-109544, policy version 1
- Record linked automatically4224a5297d2026-10-19 19:32:31, scoring_agentidentity id MBR-042049, confidence 0.925, method probabilistic, matched record ENR-109544, policy version 1
- Record linked automaticallyc8cac7c09e2026-10-19 19:31:28, matching_agentidentity id MBR-021750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407293