Record, TPA, bronze and silver
TPA-63139
Received 2026-03-29T12:46:38Z , line 23,765 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 | Lauren | Lauren | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Franklin | Franklin | Unchanged |
| Date of birth | 1954-12-22 | 1954-12-22 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | ·NULL | — | Cleared |
| SSN | •••-••-0774 | •••-••-0774 | Unchanged |
| Phone | 765-347-3374 | 7653473374 | Parsed |
| NULL | — | Cleared | |
| Address | 506 Elm Street | 506 Elm St | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 78212 | 78212 | Unchanged |
| Group | GRP-4369 | GRP-4369 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- lauren|franklin
- Address key
- 506|elm|78212
- Canonical first
- lauren
Quality flags
6 raised during normalisation
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-429746 | 0.98 | Scored | — | Auto-linked |
| CLM-429747 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-63140 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022382
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Lauren Franklin, 1954-12-22, 3 records, Verified
Evidence
Matched against CLM-429746
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically69adda249c2026-10-19 19:54:38, scoring_agentidentity id MBR-022382, confidence 0.984, method probabilistic, matched record CLM-429746, policy version 1
- Record linked automatically728112176c2026-10-19 19:52:09, scoring_agentidentity id MBR-022382, confidence 0.984, method probabilistic, matched record CLM-429746, policy version 1
- Record linked automaticallyc8dda244f52026-10-19 19:45:42, scoring_agentidentity id MBR-022382, confidence 0.984, method probabilistic, matched record CLM-429746, policy version 1
- Record linked automatically1e8790462e2026-10-19 19:32:31, scoring_agentidentity id MBR-022382, confidence 0.984, method probabilistic, matched record CLM-429746, policy version 1
- Record linked automaticallyba0505133d2026-10-19 19:31:28, matching_agentidentity id MBR-021185, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-139532