Record, CLM, bronze and silver
CLM-422055
Received 2026-01-08T05:54:59Z, line 76,343 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Bishop, Greg | Greg | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Bishop | Changed |
| Date of birth | 08/05/1962 | 1962-08-05 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-0882 | •••-••-0882 | Unchanged |
| Phone | 984.459.1436 | 9844591436 | Parsed |
| gregory.bishop58@outlook.com | gregory.bishop58@outlook.com | Unchanged | |
| Address | 8093 Canyon Road | 8093 Canyon Rd | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30366 | 30366 | Unchanged |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- gregory|bishop
- Address key
- 8093|canyon|30366
- Canonical first
- gregory
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)
- 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 |
|---|---|---|---|---|
| ENR-128865 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002307
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Gregory Bishop, 1962-08-05, 2 records, Verified
Evidence
Matched against ENR-128865
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically9ff84971562026-10-22 12:43:53, matching_agentidentity id MBR-002307, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128865
- Record linked automatically2cf2b4c8f92026-10-19 19:54:38, matching_agentidentity id MBR-002307, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128865
- Record linked automatically0f97f3b4182026-10-19 19:52:08, matching_agentidentity id MBR-002307, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128865
- Record linked automatically744e7062ae2026-10-19 19:45:41, matching_agentidentity id MBR-002307, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128865
- Record linked automatically0c1152d48a2026-10-19 19:32:31, matching_agentidentity id MBR-002307, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128865
- Record linked automaticallyf5adf9e9fa2026-10-19 19:31:28, scoring_agentidentity id MBR-014603, confidence 1, method probabilistic, matched record TPA-59653, policy version 1