Record, TPA, bronze and silver
TPA-54728
Received 2026-05-15T15:19:45Z , line 16,399 of the TPA feed
TPAScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JUDY | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | MARITN | Maritn | Changed |
| Date of birth | Jul 26, 1977 | 1977-07-26 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 928-811-1335 | 9288111335 | Parsed |
| ···· | — | Unchanged | |
| Address | 9886 Highland Ave | 9886 Highland Ave | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | - | — | Cleared |
| Group | ·N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- judy|maritn
- Address key
- 9886|highland|gilbert
- Canonical first
- judy
Quality flags
5 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
- ZIP missingStreet address present but no ZIP supplied
- 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-410779 | 0.93 | Scored | — | Auto-linked |
| CLM-410781 | 0.92 | Scored | — | Auto-linked |
| CLM-410780 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013778
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Judy Martin, 1977-07-26, 4 records, Verified
Evidence
Matched against CLM-410779
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallya6a03907612026-10-22 12:43:54, scoring_agentidentity id MBR-013778, confidence 0.929, method probabilistic, matched record CLM-410779, policy version 1
- Record linked automatically77d594d1562026-10-19 19:54:38, scoring_agentidentity id MBR-013778, confidence 0.929, method probabilistic, matched record CLM-410779, policy version 1
- Record linked automaticallyf04201cdf32026-10-19 19:52:09, scoring_agentidentity id MBR-013778, confidence 0.929, method probabilistic, matched record CLM-410779, policy version 1
- Record linked automatically69ff4edaa02026-10-19 19:45:42, scoring_agentidentity id MBR-013778, confidence 0.929, method probabilistic, matched record CLM-410779, policy version 1
- Record linked automaticallycdcd935b8c2026-10-19 19:32:31, scoring_agentidentity id MBR-013778, confidence 0.929, method probabilistic, matched record CLM-410779, policy version 1
- Record linked automaticallycaeb57340c2026-10-19 19:31:28, matching_agentidentity id MBR-025046, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114079