Record, CLM, bronze and silver
CLM-414864
Received 2026-06-12T11:26:46Z, line 63,571 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 | Sctot | Sctot | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gibson·· | Gibson | Changed |
| Date of birth | 03-11-1966 | 1966-11-03 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | •••-••-0766 | •••-••-0766 | Unchanged |
| Phone | (463) 585-8937 | 4635858937 | Parsed |
| - | — | Cleared | |
| Address | 1015 Willow Court | 1015 Willow Ct | Changed |
| City | GLENDALE | Glendale | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85390 | 85390 | Unchanged |
| Group | GRP-6731 | GRP-6731 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.60
- Name key
- sctot|gibson
- Address key
- 1015|willow|85390
- Canonical first
- sctot
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| TPA-56554 | 0.99 | Scored | — | Auto-linked |
| ENR-119546 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-24361 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-56553 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007489
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Scott Gibson, 1966-11-03, 5 records, Verified
Evidence
Matched against TPA-56554
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically8b84d163f92026-10-22 12:43:54, scoring_agentidentity id MBR-007489, confidence 0.991, method probabilistic, matched record TPA-56554, policy version 1
- Record linked automaticallye2c01ed2a92026-10-19 19:54:38, scoring_agentidentity id MBR-007489, confidence 0.991, method probabilistic, matched record TPA-56554, policy version 1
- Record linked automaticallyf8236272da2026-10-19 19:52:09, scoring_agentidentity id MBR-007489, confidence 0.991, method probabilistic, matched record TPA-56554, policy version 1
- Record linked automaticallybc62c595be2026-10-19 19:45:42, scoring_agentidentity id MBR-007489, confidence 0.991, method probabilistic, matched record TPA-56554, policy version 1
- Record linked automaticallyc1f9aeef002026-10-19 19:32:31, scoring_agentidentity id MBR-007489, confidence 0.991, method probabilistic, matched record TPA-56554, policy version 1
- Record linked automaticallya646e17ea62026-10-19 19:31:28, matching_agentidentity id MBR-008298, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119471