Record, TPA, bronze and silver
TPA-59082
Received 2026-09-10T12:02:01Z, line 42,470 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | GUTIERREZ | Gutierrez | Changed |
| Date of birth | 1942-10-10 | 1942-10-10 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (440) 908-3769 | 4409083769 | Parsed |
| N/A | — | Cleared | |
| Address | 5474 Indian School Road | 5474 Indian School Rd | Changed |
| City | CHANDLER | Chandler | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85220·· | 85220 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.60
- Name key
- lauren|gutierrez
- Address key
- 5474|indian school|85220
- Canonical first
- lauren
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
- 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 |
|---|---|---|---|---|
| TPA-59083 | 1.00 | Scored | — | Auto-linked |
| CLM-420703 | 1.00 | Scored | — | Auto-linked |
| CLM-420702 | 1.00 | Scored | — | Auto-linked |
| ENR-127217 | 1.00 | Scored | — | Auto-linked |
| CLM-420701 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031367
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Gutierrez, 1942-10-10, 6 records, Verified
Evidence
Matched against CLM-420703
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallydaa157e5142026-10-19 19:54:38, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420703, policy version 1
- Record linked automatically2ac2288a1a2026-10-19 19:52:09, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420703, policy version 1
- Record linked automatically338b0117a62026-10-19 19:45:42, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420703, policy version 1
- Record linked automatically52bfef55fd2026-10-19 19:32:31, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420703, policy version 1
- Record linked automatically88bce1aacd2026-10-19 19:31:28, scoring_agentidentity id MBR-025169, confidence 1, method probabilistic, matched record ENR-127366, policy version 1