Record, PRV, bronze and silver
PRV-26191
Received 2026-07-04T07:57:49Z , line 13,003 of the PRV feed
PRVScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | GERALD | Gerald | Changed |
| Middle | — | — | Unchanged |
| Last name | LARSON | Larson | Changed |
| Date of birth | 19860215 | 1986-02-15 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5492 | •••-••-5492 | Unchanged |
| Phone | 14435153502 | 4435153502 | Parsed |
| gerald.larson76@hotmail.com | gerald.larson76@hotmail.com | Unchanged | |
| Address | 8163 Valley View Drive | 8163 Valley View Dr | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30381 | 30381 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- gerald|larson
- Address key
- 8163|valley view|30381
- Canonical first
- gerald
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| PRV-26192 | 0.99 | Scored | — | Auto-linked |
| CLM-420986 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021630
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gerald Larson, 1986-02-15, 3 records, Verified
Evidence
Matched against PRV-26192
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye33d31d8ca2026-10-22 12:43:54, scoring_agentidentity id MBR-021630, confidence 0.995, method probabilistic, matched record PRV-26192, policy version 1
- Record linked automatically4e1d09e7a42026-10-19 19:54:38, scoring_agentidentity id MBR-021630, confidence 0.995, method probabilistic, matched record PRV-26192, policy version 1
- Record linked automaticallydaad0bdda92026-10-19 19:52:09, scoring_agentidentity id MBR-021630, confidence 0.995, method probabilistic, matched record PRV-26192, policy version 1
- Record linked automatically01cf0dc42f2026-10-19 19:45:42, scoring_agentidentity id MBR-021630, confidence 0.995, method probabilistic, matched record PRV-26192, policy version 1
- Record linked automatically95d568a6da2026-10-19 19:32:31, scoring_agentidentity id MBR-021630, confidence 0.995, method probabilistic, matched record PRV-26192, policy version 1