Record, ENR, bronze and silver
ENR-108901
Received 2026-10-01T20:13:36Z, line 78,386 of the ENR feed
ENRScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Gibson, Larry | Larry | Changed |
| Middle | S. | S | Changed |
| Last name | — | Gibson | Changed |
| Date of birth | 12/28/1958 | 1958-12-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-1389 | •••-••-1389 | Unchanged |
| Phone | (937) 554-9069 | 9375549069 | Parsed |
| LARRY.GIBSON53@OUTLOOK.COM | larry.gibson53@outlook.com | Changed | |
| Address | 7539 CEDAR LANE | 7539 Cedar Ln | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75298 | 75298 | Unchanged |
| Group | GRP-6391 | GRP-6391 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- larry|gibson
- Address key
- 7539|cedar|75298
- Canonical first
- larry
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)
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| CLM-406810 | 1.00 | Scored | — | Auto-linked |
| PRV-22005 | 1.00 | Scored | — | Auto-linked |
| CLM-406809 | 0.99 | Scored | — | Auto-linked |
| ENR-108900 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-108899 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002947
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Gibson, 1958-12-28, 6 records, Verified
Evidence
Matched against CLM-406810
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
4 hash-chained entries for this record
- Record linked automaticallya5cd9f0bc12026-10-19 19:54:38, scoring_agentidentity id MBR-002947, confidence 1, method probabilistic, matched record CLM-406810, policy version 1
- Record linked automaticallybcfb974d9d2026-10-19 19:52:08, scoring_agentidentity id MBR-002947, confidence 1, method probabilistic, matched record CLM-406810, policy version 1
- Record linked automaticallyee2546ec8f2026-10-19 19:45:41, scoring_agentidentity id MBR-002947, confidence 1, method probabilistic, matched record CLM-406810, policy version 1
- Record linked automatically104f8564092026-10-19 19:32:31, scoring_agentidentity id MBR-002947, confidence 1, method probabilistic, matched record CLM-406810, policy version 1