Record, TPA, bronze and silver
TPA-61641
Received 2026-08-03T16:45:47Z, line 66,024 of the TPA feed
TPARule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Ryan, Denise | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ryan | Changed |
| Date of birth | Dec 17, 1968 | 1968-12-17 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-2467 | •••-••-2467 | Unchanged |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | 7619 PALM DRIVE | 7619 Palm Dr | Changed |
| City | DENVER | Denver | Changed |
| State | CO | CO | Unchanged |
| ZIP | 80205 | 80205 | Unchanged |
| Group | null | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- denise|ryan
- Address key
- 7619|palm|80205
- Canonical first
- denise
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)
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-426361 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-134539 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-426360 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022365
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Denise Ryan, 1968-12-17, 4 records, Verified
Evidence
Matched against CLM-426361
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically50c0ba2eb92026-10-22 12:43:54, matching_agentidentity id MBR-022365, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426361
- Record linked automatically81e4cc75552026-10-19 19:54:38, matching_agentidentity id MBR-022365, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426361
- Record linked automatically7d819586322026-10-19 19:52:09, matching_agentidentity id MBR-022365, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426361
- Record linked automatically80ad2f78442026-10-19 19:45:42, matching_agentidentity id MBR-022365, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426361
- Record linked automatically7e384c51292026-10-19 19:32:31, matching_agentidentity id MBR-022365, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426361
- Record linked automaticallyd16f94c8ca2026-10-19 19:31:28, scoring_agentidentity id MBR-031785, confidence 1, method probabilistic, matched record CLM-426476, policy version 1