Record, CLM, bronze and silver
CLM-430531
Received 2026-06-30T22:32:22Z, line 22,948 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 | Thomas, Christian | Christian | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Thomas | Changed |
| Date of birth | Oct 19, 2005 | 2005-10-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4908 | •••-••-4908 | Unchanged |
| Phone | ···· | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 4914 Market Street | 4914 Market St | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85274 | 85274 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.64
- Name key
- christian|thomas
- Address key
- 4914|market|85274
- Canonical first
- christian
Quality flags
6 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
- 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-28931 | 1.00 | Scored | — | Auto-linked |
| ENR-140068 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002668
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Christian Thomas, 2005-10-19, 3 records, Verified
Evidence
Matched against PRV-28931
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically91ba42c1532026-10-22 12:43:53, scoring_agentidentity id MBR-002668, confidence 1, method probabilistic, matched record PRV-28931, policy version 1
- Record linked automatically4f317e70902026-10-19 19:54:38, scoring_agentidentity id MBR-002668, confidence 1, method probabilistic, matched record PRV-28931, policy version 1
- Record linked automatically7fad3d6d842026-10-19 19:52:08, scoring_agentidentity id MBR-002668, confidence 1, method probabilistic, matched record PRV-28931, policy version 1
- Record linked automaticallyff6fb2c6ec2026-10-19 19:45:41, scoring_agentidentity id MBR-002668, confidence 1, method probabilistic, matched record PRV-28931, policy version 1
- Record linked automatically63d29ac23d2026-10-19 19:32:31, scoring_agentidentity id MBR-002668, confidence 1, method probabilistic, matched record PRV-28931, policy version 1
- Record linked automaticallya8ee4551912026-10-19 19:31:28, matching_agentidentity id MBR-040677, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140285