Record, PRV, bronze and silver
PRV-21335
Received 2026-01-05T03:40:38Z, line 1,040 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 | DEBRA | Debra | Changed |
| Middle | H·· | H | Changed |
| Last name | MARQUEZ | Marquez | Changed |
| Date of birth | Mar 18, 1996 | 1996-03-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 5879686316 | 5879686316 | Unchanged |
| — | — | Unchanged | |
| Address | 6543 Lincoln Way | 6543 Lincoln Way | Unchanged |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85274 | 85274 | Unchanged |
| Group | - | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.92
- Name key
- debra|marquez
- Address key
- 6543|lincoln|85274
- Canonical first
- debra
Quality flags
4 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)
- City re-casedCity re-cased to Title Case
- 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-404641 | 1.00 | Scored | — | Auto-linked |
| PRV-21336 | 0.98 | Scored | — | Auto-linked |
| PRV-21337 | 0.98 | Scored | — | Auto-linked |
| TPA-52023 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001331
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Marquez, 1996-03-18, 5 records, Verified
Evidence
Matched against CLM-404641
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically9f350350482026-10-19 19:54:38, scoring_agentidentity id MBR-001331, confidence 1, method probabilistic, matched record CLM-404641, policy version 1
- Record linked automaticallyace4007b0d2026-10-19 19:52:08, scoring_agentidentity id MBR-001331, confidence 1, method probabilistic, matched record CLM-404641, policy version 1
- Record linked automatically09595bc75c2026-10-19 19:45:41, scoring_agentidentity id MBR-001331, confidence 1, method probabilistic, matched record CLM-404641, policy version 1
- Record linked automaticallyfc3ac26cb02026-10-19 19:32:31, scoring_agentidentity id MBR-001331, confidence 1, method probabilistic, matched record CLM-404641, policy version 1
- Record linked automatically0af95e64a72026-10-19 19:31:28, matching_agentidentity id MBR-041693, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105883