Record, PRV, bronze and silver
PRV-23174
Received 2026-09-28T15:07:37Z, line 2,405 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 | Daniels, Laura | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Daniels | Changed |
| Date of birth | ·04/28/78 | 1978-04-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-2546 | •••-••-2546 | Unchanged |
| Phone | 716-589-5063 | 7165895063 | Parsed |
| — | — | Unchanged | |
| Address | 2172 Lincoln Way | 2172 Lincoln Way | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.52
- Name key
- laura|daniels
- Address key
- 2172|lincoln|chandler
- Canonical first
- laura
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
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-410983 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035816
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Laura Daniels, 1978-04-28, 2 records, Verified
Evidence
Matched against CLM-410983
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically6d3849ddaa2026-10-19 19:54:39, scoring_agentidentity id MBR-035816, confidence 0.925, method probabilistic, matched record CLM-410983, policy version 1
- Record linked automatically2a8dcbbdba2026-10-19 19:52:09, scoring_agentidentity id MBR-035816, confidence 0.925, method probabilistic, matched record CLM-410983, policy version 1
- Record linked automatically44dcb248e72026-10-19 19:45:42, scoring_agentidentity id MBR-035816, confidence 0.925, method probabilistic, matched record CLM-410983, policy version 1
- Record linked automatically22aca42bb52026-10-19 19:32:31, scoring_agentidentity id MBR-035816, confidence 0.925, method probabilistic, matched record CLM-410983, policy version 1
- Record linked automatically87c46237082026-10-19 19:31:28, scoring_agentidentity id MBR-007488, confidence 1, method probabilistic, matched record TPA-54746, policy version 1