Record, TPA, bronze and silver
TPA-61234
Received 2026-01-10T04:56:01Z, line 31,546 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 | ·Laura | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 2000-08-16 | 2000-08-16 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 3657 Desert Sky Boulevard | 3657 Desert Sky Blvd | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90029 | 90029 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- laura|obrien
- Address key
- 3657|desert sky|90029
- Canonical first
- laura
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-425455 | 1.00 | Scored | — | Auto-linked |
| ENR-133298 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002945
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Obrien, 2000-08-16, 4 records, Verified
Evidence
Matched against CLM-425455
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3e547cf9332026-10-19 19:54:38, scoring_agentidentity id MBR-002945, confidence 1, method probabilistic, matched record CLM-425455, policy version 1
- Record linked automaticallyca16592a012026-10-19 19:52:08, scoring_agentidentity id MBR-002945, confidence 1, method probabilistic, matched record CLM-425455, policy version 1
- Record linked automaticallye70a0ac60f2026-10-19 19:45:41, scoring_agentidentity id MBR-002945, confidence 1, method probabilistic, matched record CLM-425455, policy version 1
- Record linked automatically74f2fdd46f2026-10-19 19:32:31, scoring_agentidentity id MBR-002945, confidence 1, method probabilistic, matched record CLM-425455, policy version 1
- Record linked automaticallyb700180b442026-10-19 19:31:28, scoring_agentidentity id MBR-017318, confidence 1, method probabilistic, matched record TPA-61235, policy version 1