Record, CLM, bronze and silver
CLM-421976
Received 2026-03-28T18:27:53Z, line 3,147 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 | Wheeler, Thomas | Thomas | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Wheeler | Changed |
| Date of birth | 1951-03-02 | 1951-03-02 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | •••-••-3831 | •••-••-3831 | Unchanged |
| Phone | 627.238.2541 | 6272382541 | Parsed |
| N/A | — | Cleared | |
| Address | 5073 MARKET STREET | 5073 Market St | Changed |
| City | CHANDLER·· | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85280 | 85280 | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- thomas|wheeler
- Address key
- 5073|market|85280
- Canonical first
- thomas
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
- 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
- City re-casedCity re-cased to Title Case
- 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-26478 | 0.99 | Scored | — | Auto-linked |
| CLM-421975 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022641
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Thomas Wheeler, 1951-03-02, 3 records, Verified
Evidence
Matched against PRV-26478
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automatically85d1d8eb412026-10-19 19:54:38, scoring_agentidentity id MBR-022641, confidence 0.987, method probabilistic, matched record PRV-26478, policy version 1
- Record linked automatically1f1af62c4a2026-10-19 19:52:09, scoring_agentidentity id MBR-022641, confidence 0.987, method probabilistic, matched record PRV-26478, policy version 1
- Record linked automatically96e066f6fe2026-10-19 19:45:42, scoring_agentidentity id MBR-022641, confidence 0.987, method probabilistic, matched record PRV-26478, policy version 1
- Record linked automatically6d5e1624a22026-10-19 19:32:31, scoring_agentidentity id MBR-022641, confidence 0.987, method probabilistic, matched record PRV-26478, policy version 1
- Record linked automatically3d5769cff32026-10-19 19:31:28, scoring_agentidentity id MBR-002447, confidence 0.915, method probabilistic, matched record CLM-421975, policy version 1