Record, TPA, bronze and silver
TPA-52237
Received 2026-02-01T20:08:51Z, line 54,872 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 | MARY | Mary | Changed |
| Middle | — | — | Unchanged |
| Last name | MILLER | Miller | Changed |
| Date of birth | 1961-10-25 | 1961-10-25 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | -·· | — | Cleared |
| SSN | •••-••-7510 | •••-••-7510 | Parsed |
| Phone | 473-293-7664 | 4732937664 | Parsed |
| — | — | Unchanged | |
| Address | 870 Market Street | 870 Market St | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32832 | 32832 | Unchanged |
| Group | - | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.60
- Name key
- mary|miller
- Address key
- 870|market|32832
- Canonical first
- mary
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-405106 | 1.00 | Scored | — | Auto-linked |
| CLM-405107 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-405105 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009555
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Mary Miller, 1961-10-25, 4 records, Verified
Evidence
Matched against CLM-405106
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically49720e2ad12026-10-22 12:43:54, scoring_agentidentity id MBR-009555, confidence 1, method probabilistic, matched record CLM-405106, policy version 1
- Record linked automatically18978329282026-10-19 19:54:38, scoring_agentidentity id MBR-009555, confidence 1, method probabilistic, matched record CLM-405106, policy version 1
- Record linked automatically1b902304f32026-10-19 19:52:09, scoring_agentidentity id MBR-009555, confidence 1, method probabilistic, matched record CLM-405106, policy version 1
- Record linked automatically9b8b27e4ab2026-10-19 19:45:42, scoring_agentidentity id MBR-009555, confidence 1, method probabilistic, matched record CLM-405106, policy version 1
- Record linked automatically65d4dc854d2026-10-19 19:32:31, scoring_agentidentity id MBR-009555, confidence 1, method probabilistic, matched record CLM-405106, policy version 1
- Record linked automatically938dbcc6912026-10-19 19:31:28, scoring_agentidentity id MBR-022118, confidence 0.981, method probabilistic, matched record ENR-106551, policy version 1